Base Metals & Iron Ore

Highlights The US Climate Prediction Center gives ~ 70% odds another La Niña will form in the August – October interval and will continue through winter 2021-22. This will be a second-year La Niña if it forms, and will raise the odds of a repeat of last winter's cold weather in the Northern Hemisphere.1 Europe's natural-gas inventory build ahead of the coming winter remains erratic, particularly as Russian flows via Ukraine to the EU have been reduced this year. Russia's Nord Stream 2 could be online by November, but inventories will still be low. China, Japan, South Korea and India  – the four top LNG consumers in Asia  – took in 155 Bcf of the fuel in June. A colder-than-normal winter would boost demand. Higher prices are likely in Europe and Asia (Chart of the Week). US storage levels will be lower going into winter, as power generation demand remains stout, and the lingering effects from Hurricane Ida reduce supplies available for inventory injections. Despite spot prices trading ~ $1.30/MMBtu above last winter's highs – currently ~ $4.60/MMBtu – we are going long 1Q22 NYMEX $5.00/MMBtu natgas calls vs short NYMEX $5.50/MMBtu natgas calls expecting even higher prices. Feature Last winter's La Niña was a doozy. It brought extreme cold to Asia, North America and Europe, which pulled natural gas storage levels sharply lower and drove prices sharply higher as the Chart of the Week shows. Natgas storage in the US and Europe will be tight going into this winter (Chart 2). Europe's La Niña lingered a while into Spring, keeping temps low and space-heating demand high, which delayed the start of re-building inventory for the coming winter.  In the US, cold temps in the Midwest hampered production, boosted demand and caused inventory to draw hard. Chart of the WeekA Return Of La Niña Could Boost Global Natgas Prices A Return Of La Niña Could Boost Global Natgas Prices A Return Of La Niña Could Boost Global Natgas Prices Chart 2Europe, US Gas Stocks Will Be Tight This Winter NatGas: Winter Is Coming NatGas: Winter Is Coming Summer in the US also produced strong natgas demand, particularly out West, as power generators eschewed coal in favor of gas to meet stronger air-conditioning demand. This is partly due to the closing of coal-fired units, leaving more of the load to be picked up by gas-fired generation (Chart 3). The EIA estimates natgas consumption in July was up ~ 4 Bcf/d to just under 76 Bcf/d. Hurricane Ida took ~ 1 bcf/d of demand out of the market, which was less than the ~ 2 Bcf/d hit to US Gulf supply resulting from the storm.  As a result, prices were pushed higher at the margin. Chart 3Generators Prefer Gas To Coal NatGas: Winter Is Coming NatGas: Winter Is Coming US natgas exports (pipeline and LNG) also were strong, at 18.2 Bcf/d in July (Chart 4). We expect US LNG exports, in particular, to resume growth as the world recovers from the COVID-19 pandemic (Chart 5). This strong demand and exports, coupled with slightly lower supply from the Lower 48 states – estimated at ~ 98 Bcf/d by the EIA for July (Chart 6) – pushed prices up by 18% from June to July, "the largest month-on-month percentage change for June to July since 2012, when the price increased 20.3%" according to the EIA. Chart 4US Natgas Exports Remain Strong US Natgas Exports Remain Strong US Natgas Exports Remain Strong Chart 5US LNG Exports Will Resume Growth NatGas: Winter Is Coming NatGas: Winter Is Coming Chart 6US Lower 48 Natgas Production Recovering US Lower 48 Natgas Production Recovering US Lower 48 Natgas Production Recovering Elsewhere in the Americas, Brazil has been a strong bid for US LNG – accounting for 32.3 Bcf of demand in  June – as hydroelectric generation flags due to the prolonged drought in the country. In Asia, demand for LNG remains strong, with the four top consumers – China, Japan, South Korea, and India – taking in 155 Bcf in June, according to the EIA. Gas Infrastructure Ex-US Remains Challenged A combination of extreme cold weather in Northeast Asia, and a lack of gas storage infrastructure in Asia generally, along with shipping constraints and supply issues at LNG export facilities, led to the Asian natural gas price spike in mid-January.2 Very cold weather in Northeast Asia, drove up LNG demand during the winter months. In China, LNG imports for the month of January rose by ~ 53% y-o-y (Chart 7).3 The increase in imports from Asia coincided with issues at major export plants in Australia, Norway and Qatar during that period. Chart 7China's US LNG Exports Surged Last Winter, And Remain Stout Over The Summer NatGas: Winter Is Coming NatGas: Winter Is Coming Substantially higher JKM (Japan-Korea Marker) prices incentivized US exporters to divert LNG cargoes from Europe to Asia last winter. The longer roundtrip times to deliver LNG from the US to Asia – instead of Europe – resulted in a reduction of shipping capacity, which ended up compounding market tightness in Europe. Europe dealt with the switch by drawing ~ 18 bcm more from their storage vs. the previous year, across the November to January period. Countries in Asia - most notably Japan – however, do not have robust natural gas storage facilities, further contributing to price volatility, especially in extreme weather events. These storage constraints remain in place going into the coming winter. In addition, there is a high probability the global weather pattern responsible for the cold spells around the globe that triggered price spikes in key markets globally – i.e., a second La Niña event – will return. A Second-Year La Niña  Event The price spikes and logistical challenges of last winter were the result of atmospheric circulation anomalies that were bolstered by a La Niña event that began in mid-2020.4 The La Niña is characterized by colder sea-surface temperatures that develops over the Pacific equator, which displaces atmospheric and wind circulation and leads to colder temperatures in the Northern Hemisphere (Map 1). Map 1La Niña Raises The Odds Of Colder Temps NatGas: Winter Is Coming NatGas: Winter Is Coming The IEA notes last winter started off without any exceptional deviations from an average early winter, but as the new year opened "natural gas markets experienced severe supply-demand tensions in the opening weeks of 2021, with extremely cold temperature episodes sending spot prices to record levels."5 In its most recent ENSO update, the US Climate Prediction Center raised the odds of another La Niña event for this winter to 70% this month. If similar conditions to those of the 2020-21 winter emerge, US and European inventories could be stretched even thinner than last year, as space-heating demand competes with industrial and commercial demand resulting from the economic recovery. Global Natgas Supplies Will Stay Tight JKM prices and TTF (Dutch Title Transfer Facility) prices are likely to remain elevated going into winter, as seen in the Chart of the Week. Fundamentals have kept markets tight so far. Uncertain Russian supply to Europe will raise the price of the European gas index (TTF). This, along with strong Asian demand, particularly from China, will keep JKM prices high (Chart 8). The global economic recovery is the main short-term driver of higher natgas demand, with China leading the way. For the longer-term, natural gas is considered as the ideal transition fuel to green energy, as it emits less carbon than other fossil fuels. For this reason, demand is expected to grow by 3.4% per annum until 2035, and reach peak consumption later than other fossil fuels, according to McKinsey.6 Chart 8BCAs Brent Forecast Points To Higher JKM Prices BCAs Brent Forecast Points To Higher JKM Prices BCAs Brent Forecast Points To Higher JKM Prices Spillovers from the European natural gas market impact Asian markets, as was demonstrated last winter. Russian supply to Europe – where inventories are at their lowest level in a decade – has dropped over the last few months. This could either be the result of Russia's attempts to support its case for finishing Nord Stream 2 and getting it running as soon as possible, or because it is physically unable to supply natural gas.7 A fire at a condensate plant in Siberia at the beginning of August supports the latter conjecture. The reduced supply from Russia, comes at a time when EU carbon permit prices have been consistently breaking records, making the cost of natural gas competitive compared to more heavy carbon emitting fossil fuels – e.g., coal and oil – despite record breaking prices. With Europe beginning the winter season with significantly lower stock levels vs. previous years, TTF prices will remain volatile. This, and strong demand from China, will support JKM prices. Investment Implications Natural gas prices are elevated, with spot NYMEX futures trading ~ $1.30/MMBtu above last winter's highs – currently ~ $4.60/MMBtu. Our analysis indicates prices are justifiably high, and could – with the slightest unexpected news – move sharply higher. Because natgas is, at the end of the day, a weather market, we favor low-cost/low-risk exposures. In the current market, we recommend going long 1Q22 NYMEX $5.00/MMBtu natgas calls vs short NYMEX $5.50/MMBtu natgas calls expecting even higher prices. This is the trade we recommended on 8 April 2021, at a lower level, which was stopped out on 12 August 2021 with a gain of 188%.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish Earlier this week, Saudi Aramco lowered its official selling price (OSP) by more than was expected – lowering its premium to the regional benchmark to $1.30/bbl from $1.70/bbl – in what media reports based on interviews with oil traders suggest is an attempt to win back customers electing not to take volumes under long-term contracts. This is a marginal adjustment by Aramco, but still significant, as it shows the company will continue to defend its market share. Pricing to Northwest Europe and the US markets is unchanged. Aramco's majority shareholder, the Kingdom of Saudi Arabia (KSA), is the putative leader of OPEC 2.0 (aka, OPEC+) along with Russia. The producer coalition is in the process of returning 400k b/d to the market every month until it has restored the 5.8mm b/d of production it took off the market to support prices during the COVID-19 pandemic. We expect Brent crude oil prices to average $70/bbl in 2H21, $73/bbl in 2022 and $80/bbl in 2023. Base Metals: Bullish Political uncertainty in Guinea caused aluminum prices to rise to more than a 10-year high this week (Chart 9). A coup in the world’s second largest exporter of bauxite – the main ore source for aluminum – began on Sunday, rattling aluminum markets. While iron ore prices rebounded primarily on the record value of Chinese imports in August, the coup in Guinea – which has the highest level of iron ore reserves – could have also raised questions about supply certainty. This will contribute to iron-ore price volatility. However, we do not believe the coup will impact the supply of commodities as much as markets are factoring, as coup leaders in commodity-exporting countries typically want to keep their source of income intact and functioning. Precious Metals: Bullish Gold settled at a one-month high last Friday, when the US Bureau of Labor Statistics released the August jobs report. The rise in payrolls data was well below analysts’ estimates, and was the lowest gain in seven months. The yellow metal rose on this news as the weak employment data eased fears about Fed tapering, and refocused markets on COVID-19 and the delta variant. Since then, however, the yellow metal has not been able to consolidate gains. After falling to a more than one-month low on Friday, the US dollar rose on Tuesday, weighing on gold prices (Chart 10). Chart 9 Aluminum Prices Recovering Aluminum Prices Recovering Chart 10 Weaker USD Supports Gold Weaker USD Supports Gold       Footnotes 1      Please see the US Climate Prediction Center's ENSO: Recent Evolution, Current Status and Predictions report published on September 6, 2021. 2     Please see Asia LNG Price Spike: Perfect Storm or Structural Failure? Published by Oxford Institute for Energy Studies. 3     Since China LNG import data were reported as a combined January and February value in 2020, we halved the combined value to get the January 2020 amount. 4     Please see The 2020/21 Extremely Cold Winter in China Influenced by the Synergistic Effect of La Niña and Warm Arctic by Zheng, F., and Coauthors (2021), published in Advances in Atmospheric Sciences. 5     Please see the IEA's Gas Market Report, Q2-2021 published in April 2021. 6     Please see Global gas outlook to 2050 | McKinsey on February 26, 2021. 7     Please see ICIS Analyst View: Gazprom’s inability to supply or unwillingness to deliver? published on August 13, 2021.   Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights The US government issued its first-ever water-shortage declaration for the Colorado River basin in August, due to historically low water levels at the major reservoirs fed by the river (Chart of the Week). The drought producing the water shortage was connected to climate change by US officials.1 Globally, climate-change remediation efforts – e.g., carbon taxes – likely will create exogenous shocks similar to the oil-price shock of the 1970s. Remedial efforts will compete with redressing chronic underfunding of infrastructure. The US water supply infrastructure, for example, faces an investment shortfall of ~ $3.3 trillion over the next 20 years to replace aging plants and equipment, based on an analysis by the American Society of Civil Engineers (ASCE).  This will translate to a $6,000 per-capita cost by 2039 if the current funding gap persists. Fluctuating weather and the increasing prevalence of droughts and floods will increase volatility in markets such as agriculture which rely on stable climate and precipitation patterns.We are getting long the FIW ETF at tonight's close. The ETF tracks the performance of equities in the ISE Clean Edge Water Index, which covers firms providing potable water and wastewater treatment technologies and services. This is a strategic recommendation. Feature A decades-long drought in the US Southwest linked by US officials to climate change will result in further water rationing in the region. The drought has reduced total Colorado River system water-storage levels to 40% of capacity – vs. 49% at the same time last year. It has drawn attention to the impact of climate change on daily life, and the acute need for remediation efforts. The US Southwest is a desert. Droughts and low water availability are facts of life in the region. The current drought began in 2012, and is forcing federal, state, and local governments to take unprecedented conservation measures. The first-ever water-shortage declaration by the US Bureau of Reclamation sets in motion remedial measures that will reduce water availability in the Lower Colorado basin starting in October (Map 1). Chart 1Drought Hits Colorado River Especially Hard Drought Hits Colorado River Especially Hard Drought Hits Colorado River Especially Hard Map 1Colorado River Basin Investing In Water Supply Investing In Water Supply The two largest reservoirs in the US – Lake Powell and Lake Meade, part of the massive engineering projects along the Colorado – began in the 1930s and now supply water to 40mm people in the US Southwest. Half of those people get their water from Lake Powell. Emergency rationing began in August, primarily affecting Arizona, but will be extended to the region later in the year. Lake Powell is used to hold run-off from the upper basin of the Colorado River from Colorado, New Mexico, Utah and Wyoming. Water from Powell is sent south to supply the lower-basin states of California, Arizona, and Nevada. Reduced snowpack due to weather shifts caused by climate change has reduced water levels in Powell, while falling soil-moisture levels and higher evaporation rates, contribute to the acceleration of droughts and their persistence down-river. Chart 2Southwests Exceptionally Hard Drought Southwests Exceptionally Hard Drought Southwests Exceptionally Hard Drought Steadily increasing demand for water from agriculture, energy production and human activity brought on by population growth and holiday-makers have made the current drought exceptional (Chart 2). Most of the Southwest has been "abnormally dry or even drier" during 2002-05 and from 2012-20, according to the US EPA. According to data from the National Oceanic and Atmospheric Administration, most of the US Southwest was also warmer than the 1981 – 2010 average temperature during July (Map 2). The Colorado River Compact of 1922 governing the water-sharing rights of the river expires in 2026. Negotiations on the new treaties already have begun, as the seven states in the Colorado basin sort out their rights alongside huge agricultural  interest, native American tribes, Mexico, and fast-growing urban centers like Las Vegas. Map 2Most Of The US Southwest Is Warmer Than Average Investing In Water Supply Investing In Water Supply Global Water Emergency States around the globe are dealing with water crises as a result of climate change. "From Yemen to India, and parts of Central America to the African Sahel, about a quarter of the world's people face extreme water shortages that are fueling conflict, social unrest and migration," according to the World Economic Forum. Droughts, and more generally, changing weather patterns will make agricultural markets more volatile. Food production shortages due to unpredictable weather are compounding lingering pandemic related supply chain disruptions, leading to higher food prices (Chart 3). This could also fuel social unrest and political uncertainty. Floods in China’s Henan province - a key agriculture and pork region - inundated farms. Drought and extreme heat in North America are destroying crops in parts of Canada and the US. While flooding in July damaged Europe’s crops, the continent’s main medium-term risk, will be water scarcity.2  Droughts and extreme weather in Brazil have deep implications for agricultural markets, given the variety and quantity of products it exports. Water scarcity and an unusual succession of polar air masses caused coffee prices to rise earlier this year (Chart 4). The country is suffering from what national government agencies consider the worst drought in nearly a century. According to data from the NASA Earth Observatory, many of the agricultural states in Brazil saw more water evaporate from the ground and plants’ leaves than during normal conditions (Map 3). Chart 3The Pandemic and Changing Weather Patterns Will Keep Food Prices High The Pandemic and Changing Weather Patterns Will Keep Food Prices High The Pandemic and Changing Weather Patterns Will Keep Food Prices High Chart 4Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Map 3Brazil Is Suffering From Its Worst Drought In Nearly A Century Investing In Water Supply Investing In Water Supply Agriculture itself could be part of a longer-term and irreversible problem – i.e. desertification. Irrigation required for modern day farming drains aquifers and leads to soil erosion. According to the EU, nearly a quarter of Spain’s aquifers are exploited, with agricultural states, such as Andalusia consuming 80% of the state’s total water. Irrigation intensive farming, the possibility of higher global temperatures and the increased prevalence of droughts and forest fires are conducive to soil infertility and subsequent desertification. This is a global phenomenon, with the crisis graver still in north Africa, Mozambique and Palestinian regions. Changing weather patterns could also impact the production of non-agricultural goods and services. One such instance is semiconductors, which are used in machines and devices spanning cars to mobile phones. Taiwan, home to the Taiwan Semiconductor Manufacturing Company – the world’s largest contract chipmaker - suffered from a severe drought earlier this year (Chart 5). While the drought did not seriously disrupt chipmaking, in an already tight market, the event did bring the issue of the impact of water shortages on semiconductor manufacturing to the fore. According to Sustainalytics, a typical chipmaking plant uses 2 to 4 million gallons of water per day to clean semiconductors. While wet weather has returned to Taiwan, relying on rainfall and typhoons to satisfy the chipmaking sector’s water needs going forward could lead to volatility in these markets. Chart 5Taiwan Faced Its Worst Drought In History Earlier This Year Investing In Water Supply Investing In Water Supply Climate Change As A Macro Factor The scale of remediating existing environmental damage to the planet and the cost of investing in the technology required to sustain development and growth will be daunting. Unfortunately, there is not a great deal of research looking into how much of a cost households, firms and governments will incur on these fronts. Estimates of the actual price of CO2 – the policy variable most governments and policymakers focus on – range from as little as $1.30/ton to as much as $13/ton, according to the Peterson Institute for International Economics.3 PIIE's Jean Pisani-Ferry estimates the true cost is around $10/ton presently, after accounting for a lack of full reporting on costs and subsidies that reduce carbon costs. The cost of carbon likely will have to increase by an order of magnitude – to $130/ton or more over the next decade – to incentivize the necessary investment in technology required to deal with climate change and to sufficiently induce, via prices, behavioral adaptations by consumers at all levels. The PIIE notes, "… the accelerated pace of climate change and the magnitude of the effort involved in decarbonizing the economy, while at the same time investing in adaptation, the transition to net zero is likely to involve, over a 30-year period, major shifts in growth patterns." These are early days for assessing the costs and global macro effects of decarbonization. However, PIIE notes, these costs can be expected to "include a significant negative supply shock, an investment surge sizable enough to affect the global equilibrium interest rate, large adverse consumer welfare effects, distributional shifts, and substantial pressure on public finances." Much of the investment required to address climate change will be concentrated on commodity markets. Underlying structural issues, such as lack of investment in expanding supplies of metals and hydrocarbons required during the transition to net-zero CO2 emissions, will impart an upward bias to base metals, oil and natural gas prices over the next decade. We remain bullish industrial commodities broadly, as a result. Investment Implications Massive investment in infrastructure will be needed to address emerging water crises around the world. The American Society of Civil Engineers (ASCE) projects an investment shortfall of ~ $3.3 trillion over the next 20 years to replace aging water infrastructure in the US alone. This will translate to a $6,000 per-capita cost by 2039 if the current funding gap persists.4 At tonight's close we will be getting long the FIW ETF, which is focused on US-based firms providing potable water and wastewater treatment services. This ETF provides direct investment exposure to water remediation efforts and needed infrastructure modernization in the US. We also remain long commodity index exposure – the S&P GSCI and the COMT ETF – as a way to retain exposure to the higher commodity-price volatility that climate change will create in grain and food markets. This volatility will keep the balance of price risks to the upside.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish Hurricane Ida shut in ~ 96% of total US Gulf of Mexico (GoM) oil production. Colonial Pipeline, a major refined product artery for the US South and East coast closed a few of its lines due to the hurricane but has restarted operations since then. Since the share of US crude oil from this region has fallen, WTI and RBOB gasoline prices have only marginally increased, despite virtually zero crude oil production from the GoM (Chart 6). Prices are, however, likely to remain volatile, as energy producers in the region check for damage to infrastructure. Power outages and a pause in refining activity in the region will also feed price volatility over the coming weeks. Despite raising the 2022 demand forecast and pressure from the US, OPEC 2.0 stuck to its 400k b/d per month production hike in its meeting on Wednesday.     Base Metals: Bullish A bill to increase the amount of royalties payable by copper miners in Chile was passed in the senate mining committee on Tuesday. As per the bill, taxes will be commensurate with the value of the red metal. If the bill is passed in its current format, it will disincentivize further private mining investments in the nation, warned Diego Hernandez, President of the National Society of Mining (SONAMI). Amid a prolonged drought in Chile during July, the government has outlined a plan for miners to cut water consumption from natural sources by 2050. Increased union bargaining power - due to higher copper prices -, a bill that will increase mining royalties, and environmental regulation, are putting pressure on miners in the world’s largest copper producing nation.   Precious Metals: Bullish Jay Powell’s dovish remarks at the Jackson Hole Symposium were bullish for gold prices. The chairman of the US Central Bank stated the possibility of tapering asset purchases before the end of 2021 but did not provide a timeline. Powell reiterated the absence of a mechanical relationship between tapering and an interest rate hike. Raising interest rates is contingent on factors, such as the prevalence of COVID, inflation and employment levels in the US. The fact that the US economy is not close to reaching the maximum employment level, according to Powell, could keep interest rates lower for longer, supporting gold prices (Chart 7). Ags/Softs: Neutral The USDA crop Progress Report for the week ending August 29th reported 60% of the corn crop was good to excellent quality, marginally down by 2% vs comparable dates in 2020. Soybean crop quality on the other hand was down 11% from a year ago and was recorded at  56%. Chart 6 Investing In Water Supply Investing In Water Supply Chart 7 Weaker Real Rates Bullish For Gold Weaker Real Rates Bullish For Gold     Footnotes 1     Please see Reclamation announces 2022 operating conditions for Lake Powell and Lake Mead; Historic Drought Impacting Entire Colorado River Basin. Released by the US Bureau of Reclamation on August 16, 2021. 2     Please refer to Water stress is the main medium-term climate risk for Europe’s biggest economies, S&P Global, published on August 13, 2021. 3    Please see 21-20 Climate Policy is Macroeconomic Policy, and the Implications Will Be Significant by Jean Pisani-Ferry, which was published in August 2021.  4    Please see The Economic Benefits of Investing in Water Infrastructure, published by the ASCE and The Value of Water Campaign on August 26, 2020.   Investment Views and Themes Recommendations Strategic Recommendations Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights Commodity markets will face growing supply challenges over the next decade as the US and China prepare for war, if only to deter war. Chinese President Xi Jinping's push for greater self-reliance at home and supply chain security abroad is reinforced by the West’s focus on the same interests. The erosion of a single rules-based global trade system increases the odds of economic and even military conflict. The competition for security is precipitating a reforging of global supply chains and a persistent willingness to use punitive measures, which can escalate into boycotts, embargoes, and even blockades (i.e. not only Huawei). The risk of military engagements will rise, particularly along global chokepoints and sea lanes needed to transport vital commodities. Import dependency and supply chain risk are powerful drivers of decarbonization efforts, especially in China. On net, geopolitical trends will keep the balance of commodity-price risks tilted to the upside. Commodity and Energy Strategy remains long commodity index exposure on a strategic basis via the S&P GSCI and the COMT ETF.  Note: Even in the short term, a higher geopolitical risk premium is warranted in oil prices due to US-Iran conflict. Feature The Chinese Communist Party (CCP) under President Xi Jinping has embarked on a drive toward autarky, or economic self-sufficiency, that has enormous implications, especially for global commodities. Beijing believes it can maintain central control, harness technology, enhance its manufacturing prowess, and grow at a reasonable rate, all while bulking up its national security. The challenge is to maintain social stability and supply security through the transition. China lives in desperate fear of the chaos that reigned throughout most of the twentieth and twenty-first centuries, which also enabled foreign domination (Chart 1). The problem for the rest of the world is that Chinese nationalism and assertive foreign policy are integral aspects of the new national strategy. They are needed to divert the public from social ills and deter foreign powers that might threaten China’s economy and supply security. Chart 1China Fears Any Risk Of Another ‘Century Of Humiliation’ US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand The chief obstacle for China is the United States, which remains the world leader even though its share of global power and wealth is declining over time. The US is formally adopting a policy of confrontation rather than engagement with China. For example, the Biden administration is co-opting much of the Trump administration's agenda. Infrastructure, industrial policy, trade protectionism, and the “pivot to Asia” are now signature policies of Biden as well as Trump (Table 1).1 Table 1US Strategic Competition Act Highlights Return Of Industrial Policy, Confrontation With China US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Many of these policies are explicitly related to the strategic aim of countering China’s rise, which is seen as vitiating the American economy and global leadership. Biden’s Trump-esque policies are a powerful indication of where the US median voter stands and hence of long-term significance (Chart 2). Thus competition between the US and China for global economic, military, and political leadership is entering a new phase. China’s drive for self-reliance threatens the US-led global trade system, while the US’s still-preeminent geopolitical power threatens China’s vital lines of supply. Chart 2US Public’s Fears Are China-Centric US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Re-Ordering Global Trade The US’s and China’s demonstrable willingness to use tariffs, non-tariff trade barriers, export controls, and sanctions cannot be expected to abate given that they are locked in great power competition (Chart 3). More than likely, the US and China will independently pursue trade relations with their respective allies and partners, which will replace the mostly ineffective World Trade Organization (WTO) framework. The WTO is the successor to the rules-based and market-oriented system known as the General Agreement on Tariffs and Trade (GATT), which was formed following World War II. The GATT’s founders shared a strong desire to avoid a repeat of the global economic instability brought on by World War I, the Great Crash of 1929, and the retreat into autarky and isolationism that led to WWII. Chart 3US and China Imposing Trade Restrictions US and China Imposing Trade Restrictions US and China Imposing Trade Restrictions This inter-war period saw domestically focused monetary policies and punishing tariffs that spawned ruinous bouts of inflation and deflation. Minimizing tariffs, leveling the playing field in trading markets, and reducing subsidization of state corporate champions were among the GATT's early successes. The WTO, like the GATT before it, has no authority to command a state to change its economy or the way it chooses to organize itself. At its inception the GATT's modus vivendi was directed at establishing a rules-based system free of excessive government intrusion and regulation. If governments agreed to reduce their domestic favoritism, they could all improve their economic efficiency while avoiding a relapse into autarky and the military tensions that go with it.2 The prime mover in the GATT's founding and early evolution – the USA – firmly believed that exclusive trading blocs had created the groundwork for economic collapse and war. These trading blocs had been created by European powers with their respective colonies. During the inter-war years the revival of protectionism killed global trade and exacerbated the Great Depression. After WWII, Washington was willing to use its power as the global hegemon to prevent a similar outcome. Policymakers believed that European and global economic integration would encourage inter-dependency and discourage protectionism and war. The fall of the Soviet Union reinforced this neoliberal Washington Consensus. Countries like India and China adopted market-oriented policies. The WTO was formed along with a range of global trade deals. Ultimately the US and the West cleared the way for China to join the trading bloc, hoping that the transition from communism to capitalism would eventually be coupled with social and even political liberalization. The world took a very different turn as the United States descended into a morass of domestic political divisions and foreign military adventures. China seized the advantage to expand its economy free of interference from the US or West. The West failed to insist that liberal economic reforms keep pace.3 Moreover, when China joined the WTO in 2001, the organization was in a state of "regulatory stalemate," which made it incapable of dealing with the direct challenges presented by China.4 Today President Xi has consolidated control over the Communist Party and directs its key economic, political, and military policymaking bodies. He has deepened party control down to the management level of SOEs – hiring and firing management. SOEs have benefited from Xi’s rule (Chart 4). But now the West is also reasserting the role of the state in the economy and trade, which means that punitive measures can be brought to bear on China’s SOEs. Chart 4State-Owned Enterprises Benefit From Xi Administration State-Owned Enterprises Benefit From Xi Administration State-Owned Enterprises Benefit From Xi Administration What Comes After The WTO? The CCP has shown no interest in coming around to the WTO's founding beliefs of government non-interference in the private sector. For example, it is doubling down on subsidization and party control of SOEs, which compete against firms in other WTO member states. Nor has the party shown any inclination to accept a trade system based on the GATT/WTO founding members' Western understanding of the rule of law. These states represent market-based economies with long histories of case law for settling disputes. Specifically, China’s fourteenth five-year plan and recent policies re-emphasize the need to upgrade the manufacturing sector rather than rebalancing the economy toward household consumption. The latter would reduce imbalances with trade deficit countries like the US but China is wary of the negative social consequences of too rapidly de-industrializing its economy. It wants to retain its strategic and economic advantage in global manufacturing and it fears the social and political consequences of fully adopting consumer culture (Chart 5). Chart 5China’s Economic Plans Re-Emphasize Manufacturing, Not Consumption US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand The US, EU, and Japan have proposed reform measures for the WTO aimed at addressing “severe excess capacity in key sectors exacerbated by government financed and supported capacity expansion, unfair competitive conditions caused by large market-distorting subsidies and state owned enterprises, forced technology transfer, and local content requirements and preferences.”5 But these measures are unlikely to succeed. China disagrees with the West’s characterization. In 2018-19, during the trade war with the US, Beijing contended that WTO members must “respect members’ development models.” China formally opposes “special and discriminatory disciplines against state-owned enterprises in the name of WTO reform.”6 In bilateral negotiations with the US this year, China’s first demand is that the US not to oppose its development model of “socialism with Chinese characteristics” (Table 2). Table 2China’s Three Diplomatic Demands Of The United States (2021) US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Yet it is hard for the US not to oppose this model because it involves Beijing using the state’s control of the economy to strengthen national security strategy, namely by the fusion of civil and military technology. Going forward, the Biden administration will violate the number one demand that Chinese diplomats have made: it will attempt to galvanize the democracies to put pressure on China’s development model. China’s demand itself reflects its violation of the US primary demand that China stop using the state to enhance its economy at the expense of competitors. If a breakdown in global trading rules is replaced by the US and China forming separate trading blocs with their allies and partners, the odds of repeating the mistakes of the inter-bellum years of 1918-39 will significantly increase. Tariff wars, subsidizing national champions, heavy taxation of foreign interests, non-tariff barriers to trade, domestic-focused monetary policies, and currency wars would become more likely. China’s Strategic Vulnerability The CCP has delivered remarkable prosperity and wealth to the average Chinese citizen in the 43 years since it undertook market reforms, and especially since its accession to the WTO in 2001 (Chart 6). China has transformed from an economic backwater into a $15.4 trillion (2020) economy and near-peer competitor to the US militarily and economically.7 This growth has propelled China to the top of commodity-importing and -consuming states globally for base metals and oil. We follow these markets closely, because they are critical to sustaining economic growth, regardless of how states are organized. Production of and access to these commodities, along with natural gas, will be critical over the next decade, as the world decarbonizes its energy sources, and as the US and China address their own growth and social agendas while vying for global hegemony. Decarbonization is part of the strategic race since all major powers now want to increase economic self-sufficiency and technological prowess. Chart 6CCPs Remarkable Success In Growing Chinas Economy CCPs Remarkable Success In Growing Chinas Economy CCPs Remarkable Success In Growing Chinas Economy Over recent decades China has become the largest importer of base metals ores (Chart 7) and the world's top refiner of many of these metals. In addition, it is the top consumer of refined metal (Chart 8). Chart 7China Is World’s Top Ore Importer US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Chart 8China Is Worlds Top Refined Metal Consumer China Is Worlds Top Refined Metal Consumer China Is Worlds Top Refined Metal Consumer By contrast, the US is not listed among ore importers or metals consumers in the Observatory of Economic Complexity (OEC) databases we used to map these commodities. This reflects not only domestic supplies but also the lack of investment and upgrades to the US's critical infrastructure over 2000-19.8 Going forward, the US is trying to invest in “nation building” at home. An enormous change has taken shape in strategic liabilities. In the oil market, the US went from being the world's largest importer of oil in 2000, accounting for more than 24% of imports globally, to being the largest oil and gas producer by 2019, even though it still accounted for more than 12% of the world's imports (Chart 9). In 2000, China accounted for ~ 3.5% of the world's oil imports and by 2019 it was responsible for nearly 21%. China is far behind per capita US energy consumption, given its large population, but it is gradually closing the gap (Chart 10). Overall energy consumption in China is much higher than in the US (Chart 11). Chart 9US Oil Imports Collapse As Shale Production Grows US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Chart 10Energy Use Per Capita In China Far From US Levels... Energy Use Per Capita In China Far From US Levels... Energy Use Per Capita In China Far From US Levels... Chart 11China Is World’s Largest Primary Energy Consumer US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand China's impressive GDP growth in the twenty-first century is primarily responsible for China's stunning growth in imports and consumption of oil (Chart 12) and copper (Chart 13), which we track closely as a proxy for the entire base-metals complex. Chart 12Global Oil Demand Forecast Remains Steady Chinas GDP Drives Oil Consumption, Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Oil Consumption, Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Oil Consumption, Imports Chart 13Global Oil Demand Forecast Remains Steady Chinas GDP Drives Refined Copper Consumption And Ore Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Refined Copper Consumption And Ore Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Refined Copper Consumption And Ore Imports China’s importance in these markets points to an underlying strategic weakness, which is its dependency on imports. This in turn points to the greatest danger of the breakdown in US-China relations and the global trade system. The Road To War? China is extremely anxious about maintaining supply security in light of these heavy import needs. Its pursuit of economic self-sufficiency, including decarbonization, is driven by its fear of the US’s ability to cut off its key supply lines. China’s first goal in modernizing its military in recent years was to develop a naval force capable of defending the country from foreign attack, particularly in its immediate maritime surroundings. Historically China suffered from invaders across the sea who took advantage of its weak naval power to force open its economy and exploit it. Today China is thought to have achieved this security objective. It is believed to have a high level of capability within the “first island chain” that surrounds the coast, from the Korean peninsula to the Spratly Islands, including southwest Japan and Taiwan (Map 1).9 China’s militarization of the South China Sea, suppression of Hong Kong, and intimidation of Taiwan shows its intention to dominate Greater China, which would put it in a better strategic position relative to other countries. Map 1China’s Navy Likely Achieved Superiority Within The First Island Chain US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand China’s capability can be illustrated by comparing its naval strength to that of the United States, the most powerful navy in the world. While the US is superior, China would be able to combine all three of its fleets within the first island China, while the US navy would be dispersed across the world and divided among a range of interests to defend (Table 3). China would also be able to bring its land-based air force and missile firepower to bear within the first island chain, as opposed to further abroad.10 Table 3China’s Naval Growth Enables Primacy Within First Island Chain US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand In this sense China is militarily capable of conquering Taiwan or other nearby islands. President Xi Jinping had in fact ordered China’s armed forces be capable of doing so by 2020.11 Taiwan continues to be the most significant source of insecurity for the regime. True, a military victory would likely be a pyrrhic victory, as Taiwan’s wealth and tech industry would be destroyed, but China probably has the raw military capability to defeat Taiwan and its allies within this defined space. However, this military capability needs to be weighed against economic capability. If China seized military control of Taiwan, or Okinawa or other neighboring territories, the US, Japan, and their allies would respond by cutting off China’s access to critical supplies. Most obviously oil and natural gas. China’s decarbonization has been impressive but the reliance on foreign oil is still a fatal strategic vulnerability over the next few years (Chart 14). China is rapidly pursuing a Eurasian strategy to diversify away from the Middle East in particular. But it still imports about half its oil from this volatile region (Chart 15). The US navy is capable of interdicting China’s critical oil flows, a major inhibition on China’s military ambitions within the first island chain. Chart 14Chinas Energy Diversification Still Leaves Vulnerabilities Chinas Energy Diversification Still Leaves Vulnerabilities Chinas Energy Diversification Still Leaves Vulnerabilities Of course, if the US and its allies ever blockaded China, or if China feared they would, Beijing could be driven to mount a desperate attack to prevent them from doing so, since its economic, military, and political survival would be on the line. Chart 15China Still Dependent On Middle East Energy Supplies China Still Dependent On Middle East Energy Supplies China Still Dependent On Middle East Energy Supplies The obvious historical analogy is the US-Japan conflict in WWII. Invasions that lead to blockades will lead to larger invasions, as the US and Japan learned.12 However, the lesson from WWII for China is that it should not engage the US navy until its own naval power has progressed much further. In the event of a conflict, the US would be imposing a blockade at a distance from China’s naval and missile forces. When it comes to the far seas, China’s naval capabilities are extremely limited. Military analysts highlight that China lacks a substantial naval presence in the Indian Ocean. China relies on commercial ports, where it has partial equity ownership, for ship supply and maintenance (Table 4). This is no substitute for naval basing, because dedicated military facilities are lacking and host countries may not wish to be drawn into a conflict. Table 4China’s Network Of Part-Owned Ports Across The World: Useful But Not A Substitute For Military Bases US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Further, Beijing lacks the sea-based air power necessary to defend its fleets should they stray too far. And it lacks the anti-submarine warfare capabilities necessary to defend its ships.13 These capabilities are constantly improving but at the moment they are insufficient to overthrow US naval control of the critical chokepoints like the Strait of Hormuz or Strait of Malacca. While China’s naval power is comparable to the US’s Asia Pacific fleet (the seventh fleet headquartered in Japan), it is much smaller than the US’s global fleet and at a much greater disadvantage when operating far from home. China’s navy is based at home and focused on its near seas, whereas US fleet is designed to operate in the far seas, especially the Persian Gulf, which is precisely the strategic area in question (Chart 16).14 China is gradually expanding its navy and operations around the world, so over time it may gain the ability to prevent the US from cutting off its critical supplies in the Persian Gulf. But not immediately. The implication is that China will have to avoid direct military conflict with the United States until its military and naval buildup has progressed a lot further. Chart 16China’s Navy At Huge Disadvantage In Distant Seas US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Meanwhile Beijing will continue diversifying its energy sources, decarbonizing, and forging supply chains across Eurasia via the Belt and Road Initiative. What could go wrong? We would highlight a few risks that could cause China to risk war even despite its vulnerability to blockade: Chart 17China’s Surplus Of Males Undergirds Rise In Nationalism US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Domestic demographic pressure. China is slated to experience a dramatic bulge in the male-to-female ratio over the coming decade (Chart 17).15 A surfeit of young men could lead to an overshoot of nationalism and revanchism. This trend is much more important than the symbolic political anniversaries of 2027, 2035, and 2049, which analysts use to predict when China’s military might launch a major campaign. Domestic economic pressure. China’s turn to nationalism reflects slowing income growth and associated social instability. An economic crisis in China would be worrisome for regional stability for many reasons, but such pressures can lead nations into foreign military adventures. Domestic political pressure. China has shifted from “consensus rule” to “personal rule” under Xi Jinping. This could lead to faulty decision-making or party divisions that affect national policy. A leadership that carefully weighs each strategic risk could decay into a leadership that lacks good information and perspective. The result could be hubris and belligerence abroad. Foreign aggression. Attempts by the US or other powers to arm China’s neighbors or sabotage China’s economy could lead to aggressive reaction. The US’s attempt to build a technological blockade shows that future embargoes and blockades are not impossible. These could prompt a war rather than deter it, as noted above. Foreign weakness. China’s capabilities are improving over time while the US and its allies lack coordination and resolution. An opportunity could arise that China’s strategists believe they cannot afford to miss. Afghanistan is not one of these opportunities, but a US-Iran war or another major conflict with Russia could be. The breakdown in global trade is concerning because without an economic buffer, states may resort to arms to resolve disputes. History shows that military threats intended to discourage aggressive behavior can create dilemmas that incentivize aggression. The behavior of the US and China suggests that they are preparing for war, even if we are generous and assume that they are doing so only to deter war. Both countries are nuclear powers so they face mutually assured destruction in a total war scenario. But they will seek to improve their security within that context, which can lead to naval skirmishes, proxy wars, and even limited wars with associated risks of going nuclear. Investment Takeaways The pursuit of the national interest today involves using fiscal means to create more self-sufficient domestic economies and reduce international supply risks. Both China and the West are engaged in major projects to this end, including high-tech industrialization, domestic manufacturing, and decarbonization. These trends are generally bullish for commodities, even though they include trends like military modernization and naval expansion that could well be a prelude to war. War itself leads to commodity shortages and commodity price inflation, but of course it is disastrous for the people and economies involved. Fortunately, strategic deterrence continues to operate for the time being. The underlying geopolitical trend will put commodity markets under continual pressure. A final urgent update on oil and the Middle East: The US attempt to conduct a strategic “pivot” to Asia Pacific faces a critical juncture. Not because of Afghanistan but because of Iran. The Biden administration will have trouble unilaterally lowering sanctions on Iran after the humiliating Afghanistan pullout. The new administrations in both Iran and Israel are likely to establish red lines and credible threats. A higher geopolitical risk premium is thus warranted immediately in global oil markets. Beyond short-term shows of force, everything depends on whether the US and Iran can find a temporary deal to avoid the path to a larger war. But for now short-term geopolitical risks are commodity-bullish as well as long-term risks.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com   Footnotes 1     There are also significant differences between Biden and Trump in other areas such as redistribution, immigration, and social policy. 2     See Ravenhill, John (2020), Regional Trade Agreements, Chapter 6 in Global Political Economy, which he edited for Oxford University Press, particularly pp. 156-9. 3    “As time went by, the United States realized that Communism not only did not retreat, but also further advanced in China, with the state-owned economy growing stronger and the rule of the Party further entrenched in the process." See Henry Gao, “WTO Reform and China Defining or Defiling the Multilateral Trading System?” Harvard International Law Journal 62 (2021), p. 28, harvardilj.org.  4    See Mavroidis, Petros C. and Andre Sapir (2021), China and the WTO, Why Multilateralism Still Matters (Princeton University Press) for discussion.  See also Confronting the Challenge of Chinese State Capitalism published by the Center for Strategic & International Studies 22 January 2021. 5    Gao (2021), p. 19. 6    Gao (2021), p. 24. 7     Please see China's GDP tops 100 trln yuan in 2020 published by Xinhuanet 18 January 2021. 8    We excluded 2020 because of the COVID-19 pandemic's effects on supply and demand for these ores, metals and crude oil. 9    See Captain James Fanell, “China’s Global Navy Strategy and Expanding Force Structure: Pathway To Hegemony,” Testimony to the US House of Representatives, May 17, 2018, docs.house.gov. 10   Fanell (2018), p. 13. 11    He has obliquely implied that his vision for national rejuvenation by 2035 would include reunification with Taiwan. Others suggest that the country’s second centenary of 2049 is the likely deadline, or the 100th anniversary of the People’s Liberation Army. 12    The US was a major supplier of oil to Japan, and in 1941 it froze Japan's assets in the US and shut down all oil exports, in response to Japan's military incursion into China in the Second Sino-Japanese War of 1937-45.  Please see Anderson, Irvine H. Jr. (1975), "The 1941 De Facto Embargo on Oil to Japan: A Bureaucratic Reflex," Pacific Historical Review, 44:2, pp. 201-231.  13   See Jeffrey Becker, “Securing China’s Lifelines Across the Indian Ocean,” China Maritime Report No. 11 (Dec 2020), China Maritime Studies Institute, digital-commons.usnwc.edu. 14   See Rear Admiral Michael McDevitt, “Becoming a Great ‘Maritime Power’: A Chinese Dream,” Center for Naval Analyses (June 2016), cna.org. 15   For discussion see Major Tiffany Werner, “China’s Demographic Disaster: Risk And Opportunity,” 2020, Defense Technical Information Center, discover.dtic.mil.  

This week I have been holding client calls and roundtables with clients located in the EMEA region. In next week’s report we will share our answers to the most common client questions. In the meantime, this week we are sending you a report about Peru that discusses the political situation and the outlook for the nation’s financial markets. Best regards, Arthur Budaghyan Highlights Do not bottom fish in Peruvian financial markets. Political volatility has not yet reached its apex. Clashes between the government and congress are inevitable. Either president Pedro Castillo will be impeached and massive protest will follow, or his party’s radical leftist agenda will be at least partially legislated. Neither scenario bodes well for Peru’s financial markets. Capital outflows and lower metal prices pose a threat to the exchange rate. Go short the sol versus the US dollar. Dedicated EM equity and fixed-income managers should continue underweighting Peru in their respective portfolios. Feature Chart 1Peru: Absolute And Relative Equity Performance Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point Peru’s financial assets have plummeted due to the election of left-wing president Pedro Castillo. Some investors may be tempted to bottom fish in these markets due to their lower valuations and oversold conditions (Chart 1, top panel). Some may attempt to draw parallels with Brazil’s 2002 election of Lula da Silva which initially triggered a selloff in Brazilian financial markets followed by a substantial rally during the president’s two terms in office. Will that be the case with Peruvian markets? We do not think so. Unlike twenty years ago in Brazil, Peru is currently facing a much worse political and economic outlook. Overall, the political volatility as well as deteriorating macro fundamentals warrant a higher risk premium on Peruvian assets. Thus, we recommend investors underweight Peru within EM equity, local, and sovereign fixed-income portfolios (Chart 1, bottom panel). A Political Showdown Is Looming One could argue that Peruvian financial markets have hit a floor and that much of the bad news has already been priced. Another argument is that Castillo will not be able to pass sweeping socio-economic reforms because of strong opposition from congress. In our opinion, Peru has yet to reach peak political tensions, which may very well end with a bang. Given this heightened political uncertainty, investors should brace themselves for a rocky ride. We identify two main risks plaguing Peruvian politics. First, the unsustainable ideological divide within Castillo’s proposed cabinet between far-left militants and the pragmatic center-left. Second, the looming clash between a government that wants to upend the country’s socioeconomic system and a notoriously harsh congress keen on making the president’s job unbearable. Intra-Government Dichotomy The ideological divide in Castillo’s government is extreme. On one side is the Marxist-Leninist wing, headed by Free Peru’s party leader, Vladimir Cerrón, and prime minister candidate, Guido Bellido. On the other side is the left-to-center members, headed by Pedro Francke, the minister of finance candidate. The more extremist Marxist-Leninist camp constitutes the majority, while moderates are a minority. Critically, the Marxist-Leninist radicals will make few concessions to the moderate ministers, as the former believe they have a mandate from the people to upend the country’s socio-economic system. Nevertheless, the policies supported by the general public are more nuanced than that. According to a national Ipsos survey from August, 85% of respondents believe president Castillo should govern with technocrats in his governments’ key positions. Only 11% support him making the ideology of his party the centerpiece of his policies and promoting (radical) members of his party. This shows how Castillo’s victory was more of a national referendum against Fujimori and the corrupt political elites than support for a radical socialist government. We elaborated on this topic in our previous report on Peru. The wide ideological divide between the party and a few moderate members of the cabinet in key positions will make governing extremely difficult. Cracks are already beginning to form. Bellido and Francke hold different views on the role of the state in the economy. Bellido, on the one hand, has stated he supports state-owned companies in commodity-extracting sectors (particularly natural gas and hydroelectricity) and the drafting of a new constitution to give the state greater ownership of mining contracts. Francke, on the other hand, wants to reinstate fiscal spending caps and is less harsh with multinational companies, favoring an increase only in mining taxes. Furthermore, there is significant uncertainty around the government’s official fiscal plan, as Francke has avoided giving clear figures on fiscal expenditures and social programs. To make matters worse, there is growing concern that it is party leader Cerrón who is de facto in charge, and that he has an enormous influence on Castillo. Cerrón is unpopular among voters as a result of his criminal allegations, close ties to the Cuban regime, and often apologetic stance toward the Maoist terrorist group, Shining Path. Although he intended to run as the presidential candidate for Free Peru, he was banned from the election because of ongoing criminal accusations, which is why he handpicked Castillo as his replacement. Without a doubt, he intends to be heavily involved in government decision-making. According to the same Ipsos poll we cited earlier, 61% of Peruvians believe Cerrón is either de facto in charge of the government or holds considerable sway over Castillo. The biggest risk to financial markets will be the eventual dismissal or resignation of finance minister Francke. This may happen as he eventually realizes that the radicals will concede very little. This would also lead to a resignation of orthodox central bank governor Julio Velarde, who Francke has been able to convince to remain in his post. These two resignations would result in another riot in Peruvian markets, as the investment and business communities fully lose confidence in Castillo’s government.  An Inevitable Clash Between The Government And Congress Being president in Peru is a notoriously difficult job due to the large sway that congress has on legislation and governing. The outcome of this constant confrontation between the president and congress has been five different presidents in the past five years alone. Critically, this tension has never been higher. The government and congress hold diametrically opposed views on the broad vision and strategy for the nation and how the economy should be managed. On the one hand, congress is mainly composed of traditional centrist parties and the opposition holds a majority—Castillo’s coalition has only about 39% of the seats. On the other hand, the government has just been elected on a far-left reformist platform. In essence, both the government and congress have incentives and the determination to be as obstructive as possible for each other. As tensions ramp up and confrontation becomes inevitable, the risks of unrest and clashes between supporters of Castillo and congress will rise. Table 1Peru: Voters Support More Moderate Politicians Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point In congress’s point of view, they have a mandate to serve as an opposing force to Castillo’s radicalism: There is some validity to this claim. The opposition holds a majority, and congress president Maricarmen Alva is by far more popular than the leaders of the Free Peru party like Cerrón and Bellido (Table 1). Given that Castillo’s ideology is a threat to the nation’s current socio-economic model and, thereby, to the political establishment, the majority in congress would prefer to block all radical legislation, including the appointments of controversial cabinet members. In addition, they will use all manner of accusations and alleged linkages between cabinet members and Shining Path to impeach Castillo. Congress needs only 87 votes, which means they need to convince only eight members from the governing alliance to impeach Castillo. In turn, the government argues it was elected to upend the country’s status quo and confront the unpopular political elites: Critically, the president has the ability to dissolve congress after two votes of no confidence, thereby putting pressure on congress to abide by the government’s radical proposals. This latter point and the fact that congress has little popular support provide leverage for the government over congress. Given the fact that current congressional members cannot be reelected, they might be more careful about how they maneuver, so that they do not provoke Castillo to dissolve congress. There are, therefore, two extreme possible outcomes. On one hand, congress may impeach the president, triggering a social revolt from Castillo’s hardline supporters against congress. On the other hand, congressional members may allow the passing of a leftist legislative agenda in order to maintain their seats, which would gravely reduce corporate profitability and productivity in Peru. Both scenarios would result in a collapse of investor and business confidence, leading to more capital flight and a riot in Peruvian financial markets. Bottom Line: Political volatility in Peru has not yet reached its apex. Clashes between the government and congress are inevitable, as well as among key cabinet members. Such elevated political volatility warrants a higher risk premium on Peruvian assets. Return Of Macro Instability Peru enjoyed a period of relative macro stability from the early 2000s until recently. Its currency, local interest rates, and sovereign spreads have fluctuated less than those in other Latin American countries. However, the nation’s economy and financial markets have entered a period of heightened volatility. Both domestic and external macro factors have turned into headwinds for the Peruvian economy and financial markets. Chart 2Peru: Business Confidence Will Continue Plummeting Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point Domestically, the economic recovery has been uninspiring, and multiple indicators point to growth disappointments ahead: Business confidence took another serious hit with the election of Castillo and ensuing uncertainty (Chart 2). Imminent political volatility will further depress business confidence, and, consequently, capital expenditures and hiring in the coming months. This will curb household income growth and consumer spending. Peru remains one of the world’s deadliest COVID-19 hotspots (Chart 3, top panel). In addition, vaccination rates are the lowest among major Latin American economies (Chart 3, bottom panel). As the more infectious Delta variant becomes dominant, there will not be enough immunity to hold back new cases. Consequently, either the government will introduce lockdowns or people will voluntarily limit their activities, thereby inhibiting the nascent economic recovery. The unemployment rate remains far above its pre-pandemic level (Chart 4). Thus, household income remains very depressed. The latter does not bode well for debtors’ ability to service debt. Chart 3Peru: The Government Has Grossly Mismanaged The Pandemic Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point Chart 4Peru: Labor Market Has Not Fully Recovered Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point   As a result, loan delinquencies will rise anew, weighing on banks’ appetite to lend. Notably, local currency loans to the private sector will contract (Chart 5).    Chart 5Peru: Prepare For A Credit Slump Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point Commercial banking profitability is also vulnerable, as president Castillo aims to strengthen the state bank (Banco de la Nación) by expanding its operations and undercutting private banking fees. Given financials of the bourse’s market cap, poor banking profitability is a major risk to this stock market. Unrelenting currency depreciation—see below for a more detailed analysis of the exchange rate—will prompt the central bank to hike rates further. This will not only weigh on new credit demand, but also augment loan delinquencies in the banking system. As a result, banks will become very risk averse and shrink their balance sheets. A credit crunch will ensue. Even though fiscal spending will be increased, it is unlikely to propel economic growth. The basis is that fiscal primary spending accounted for less than 15% of GDP before the pandemic and is now 17% due to the pandemic distortion (Chart 6). In the meantime, consumer spending constitutes 63% of GDP, capital spending 21%, and exports 25%. Externally, deteriorating balance of payments dynamics will weigh down on the currency: Peruvian assets tend to move with the country’s trade balance and global metal prices. The fact that Peruvian stock prices have plummeted in the face of rising industrial and precious metal prices supports a bearish thesis on this bourse (Chart 7). Chart 6Peru: Fiscal Expenditures Have Risen Due To The Pandemic Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point Chart 7Rising Metal Prices Have Failed To Boost Peruvian Stocks Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point Chart 8China's Slowdown Portends A Fall In Commodities Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point Export revenue will contract as a result of a decline in commodity prices brought on by China’s slowing “old economy” (Chart 8). Precious and industrial metals together account for 66% of Peru’s merchandise exports. A meaningful decline in metal prices will erode the trade surplus and weigh on the exchange rate. Furthermore, Peru is already experiencing capital flight. Potential anti-market policies from this government could trigger more capital exodus. The capital account deficit will widen as both FDI and portfolio inflows fall due to the negative commodity outlook as well as political uncertainty (Chart 9). Foreigners still hold 45% of local currency bonds, and they will reduce their holdings (Chart 10). Chart 9Peru: FDI Inflows Will Decline Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point Chart 10Peruvian Domestic Bonds: Will Banks Make Up For Foreign Investor Retrenchment? Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point Chart 11Peru: The Dollarization Rate Has Room To Rise Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point Currency depreciation will also be reinforced by locals converting their sol deposits into foreign currency. The dollarization rate—the ratio of foreign currency banking deposits to total deposits—will rise (Chart 11). A weakening currency will also lead to higher inflation expectations, to which the central bank will respond by raising rates. The monetary authorities already hiked the policy rate by 25 basis points this month due to higher-than-expected inflation and a rapidly depreciating currency. As Peru’s exchange rate continues to weaken, the central bank might also sell foreign currency reserves to prevent large fluctuations in the value of the currency. This foreign exchange intervention will, in turn, shrink banking system local currency liquidity and lift interbank rates (Chart 12). Chart 12FX Reserve Sales Will Shrink Banking Liquidity And Lift Interbank Rates Peru: Approaching A Boiling Point Peru: Approaching A Boiling Point In short, the central bank has enough international reserves to stabilize the exchange rate, but this will come at the cost of tighter liquidity and higher interest rates. The latter will only reinforce sluggish growth in domestic demand. Bottom Line: Heightened political volatility and lower metal prices are working against the Peruvian economy and its financial markets. Peru is experiencing large capital flight, which will exacerbate currency depreciation. Investment Recommendations Keep an underweight allocation to the Peruvian bourse within an EM equity portfolio. We recommend currency traders go short the Peruvian sol versus the US dollar. While the sol has already depreciated considerably, the domestic and external headwinds entail more downside. For fixed-income investors, we maintain an underweight allocation to Peruvian sovereign credit in an EM credit portfolio. The basis for this position is that the nation’s fiscal policy may undergo a major shift, entailing larger fiscal spending and wider budget deficits. We are downgrading local bonds from neutral to underweight in an EM domestic bond portfolio. Critically, the share of foreign ownership of Peruvian local fixed income remains one of the highest in the EM universe—it has only fallen from around 55% to 45% of domestic fixed-income instruments in the past six months (Chart 10 on page 9). Thus, there is a major risk that foreign investors will sell domestic bonds as the currency depreciates further, which will weigh down on local bonds. Juan Egaña Research Analyst juane@bcaresearch.com Footnotes

Highlights US crude oil output will continue its sharp recovery before leveling off by mid-2022, in our latest forecast (Chart of the Week). The recovery in US production is led by higher Permian shale-oil production, which is quietly pushing toward pre-COVID-19 highs while other basins languish. Permian output in July was ~ 143k b/d below the basin's peak in Mar20, and likely will surpass its all-time high output in 4Q21. Overall US shale-oil output remains ~ 1.1mm b/d below Nov19's peak of 9.04mm b/d, but we expect it to end the year at 7.90mm b/d and to average 8.10mm b/d for 2022. We do not expect US crude oil production to surpass its all-time high of 12.9mm b/d of Jan20 by the end of 2023. Instead, exploration & production (E&P) companies will continue to prioritize shareholders' interests. This means larger shares of free cashflow will go to shareholders, and not to drilling for the sake of increasing output. While our overall balances estimates remain largely unchanged from last month, we have taken down our expectation for demand growth this year by close to 360k b/d and moved it into 2022, due to continuing difficulties containing the COVID-19 Delta variant. Our Brent crude oil forecasts for 2H21, 2022 and 2023 remain largely unchanged at $70, $73 (down $1) and $80/bbl. WTI will trade $2-$3/bbl lower. Feature Chart 1US Crude Recovery Continues US Crude Recovery Continues US Crude Recovery Continues Global crude oil markets are at a transition point. The dominant producer – OPEC 2.0 – begins retuning 400k b/d every month to the market from the massive 5.8mm b/d of spare capacity accumulated during the COVID-19 pandemic. For modeling purposes, it is not unreasonable to assume this will be a monthly increment returned to the market until the accumulated reserves are fully restored. This would take the program into 2H22, per OPEC's 18 July 2021 communique issued following the meeting that produced this return of supply. Thereafter, the core group of the coalition able to increase and sustain higher production – Kuwait, the UAE, Iraq, KSA and Russia – is expected to meet higher demand from their capacity.1 There is room for maneuver in the OPEC 2.0 agreement up and down. We continue to expect the coalition to make supply available as demand dictates – a data-dependent strategy, not unlike that of central banks navigating through the pandemic. This could stretch the return of that 5.8mm b/d of accumulated spare capacity further into 2H22 than we now expect. The pace largely depends on how quickly effective vaccines are distributed globally, particularly to EM economies over the course of this year and next. US Shale Recovery Led By Permian Output While OPEC 2.0 continues to manage member-state output – keeping the level of supply below that of demand to reduce global inventories – US crude oil output is quietly recovering. We expect this to continue into 1H22 (Chart 2). Chart 2Permian Output Recovers Strongly Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak The higher American output in the Lower 48 states primarily is due to the continued growth of tight-oil shale production in the low-cost Permian Basin (Chart 3). This has been aided in no small part by the completion of drilled-but-uncompleted (DUC) wells in the Permian and elsewhere. Chart 3E&Ps Favor Permian Assets Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Since last year’s slump, the rig count has increased; however, compared to pre-pandemic levels, the number of rigs presently deployed are not sufficient to sustain current production. The finishing of DUC wells means that, despite the low rig count during the pandemic, shale oil supply has not dipped by a commensurate amount. This is a major feat, considering shale wells’ high decline rates. Chart 4US Producers Remain Focused On Shareholder Priorities US Producers Remain Focused On Shareholder Priorities US Producers Remain Focused On Shareholder Priorities DUCS have played a large role in sustaining overall US crude oil production. According to the EIA, since its peak in June 2020, DUCs in the shale basins have fallen by approximately 33%. As hedges well below the current market price for shale producers roll off, and DUC inventories are further depleted, we expect to see more drilling activity and the return of more rigs to oil fields. We do not expect US crude oil output to surpass its all-time high of 12.9mm b/ of Jan20 by the end of 2023. Instead, exploration & production (E&P) companies will continue to prioritize shareholders' interests. This means only profitable drilling supporting the free cashflow that allows E&Ps to return capital to shareholders will receive funding. US oil and gas companies have a long road back before they regain investors' trust (Chart 4).   Demand Growth To Slow We expect global demand to increase 5.04mm b/d y/y in 2021, down from last month's growth estimate of 5.4mm b/d. We have taken down our expectation for demand growth this year by ~ 360k b/d and moved it into 2022, because of reduced mobility and local lockdowns due to continuing difficulties in containing the COVID-19 Delta variant, particularly in Asia (Chart 5).2 We continue to expect the global rollout of vaccines to increase, which will allow mobility restrictions to ease, and will support demand. This has been the case in the US, EU and is expected to continue as Latin America and other EM economies receive more efficacious vaccines. Thus, as DM growth slows, EM oil demand should pick up (Chart 6). Chart 5COVID-19 Delta Variant's Spread Remains Public Health Challenge Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Chart 6EM Demand Growth Will Offset DM Slowdown EM Demand Growth Will Offset DM Slowdown EM Demand Growth Will Offset DM Slowdown Net, we continue to expect demand for crude oil and refined products to grind higher, and to be maintained into 2023, as mobility rises, and economic growth continues to be supported by accommodative monetary policy and fiscal support. If anything, the rapid spread of the Delta variant likely will predispose central banks to continue to slow-walk normalizing monetary policy and interest rates. Global Balances Mostly Unchanged Chart 7Oil Markets To Remain Balanced Oil Markets To Remain Balanced Oil Markets To Remain Balanced Although we have shifted part of the demand recovery into next year, at more than 5mm b/d of growth, our 2021 expectation is still strong. This is expected to continue next year and into 2023 although not at 2021-22 rates. Continued production restraint by OPEC 2.0 and the price-taking cohort outside the coalition will keep the market balanced (Chart 7). We expect OPEC 2.0's core group of producers – Kuwait, the UAE, Iraq, KSA and Russia – will continue to abide by the reference production levels laid out in 18 July 2021 OPEC communique. Capital markets can be expected to continue constraining the price-taking cohort's misallocation of resources. These factors underpin our call for balanced markets (Table 1), and our view inventories will continue to draw (Chart 8). Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Our balances assessment leaves our price expectations unchanged from last month, with Brent's price trajectory to end-2023 intact (Chart 9). We expect Brent crude oil to average $70, $73 and $80/bbl in 2H21, 2022 and 2023, respectively. WTI is expected to trade $2-$3/bbl lower over this interval. Chart 8Inventories Will Continue To Draw Inventories Will Continue To Draw Inventories Will Continue To Draw Chart 9Brent Prices Trajectory Intact Brent Prices Trajectory Intact Brent Prices Trajectory Intact   Investment Implications Balanced oil markets and continued inventory draws support our view Brent and refined-product forward curves will continue to backwardate, even if the evolution of this process is volatile. As a result, we remain long the S&P GSCI and the COMT ETF, which is optimized for backwardation. We continue to wait for a sell-off to get long the SPDR S&P Oil & Gas Exploration & Production ETF (XOP ETF).   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Commodities Round-Up Energy: Bullish The US EIA expects natural gas inventories at the end of the storage-injection season in October to be 4% below the 2016-2020 five-year average, at 3.6 TCF. At end-July, inventories were 6% below the five-year average (Chart 10). Colder-than-normal weather this past winter – particularly through the US Midwest and Texas natural gas fields – affected production and drove consumption higher this past winter, which forced inventories lower. Continued strength in LNG exports also are keeping gas prices well bid, as Asian and European markets buy fuel for power generation and to accumulate inventories ahead of the coming winter. Base Metals: Bullish The main worker’s union at Chile's Escondida mine, the largest in the world, and BHP reached an agreement on Friday to avoid a strike. The mine is expected to constitute 5% of total mined global copper supply for 2021. China's refined copper imports have been falling for the last three months (Chart 11). Weak economic data – China reported slower than expected growth in retail sales and manufacturing output for July – contributed to lower import levels.  Precious Metals: Bullish Gold has been correcting following its recent decline, ending most days higher since the ‘flash crash’ last Monday, facilitated by a drop in real interest rates. The Jackson Hole Symposium next week will provide insights to market participants regarding the Fed’s future course of action and if it is in fact nearing an agreement to taper asset purchases. According to the Wall Street Journal, some officials believe the program could end by mid-2022 on the back of strong hiring reports. This was corroborated by minutes of the FOMC meeting which took place in July, which suggested a possibility to begin tapering the program by year-end. While the Fed stressed there was no mechanical relationship between the tapering and interest rate hikes, this could be bearish for gold, as real interest rates and the bullion move inversely. On the other hand, political uncertainty and a potential economic slowdown in China will support gold prices. Ags/Softs: Neutral Grain and bean crops are in slightly worse shape this year vs the same period in 2020, according to the USDA. The Department reported 62% of the US corn crop was in good to excellent condition for the week ended 15 August 2021, compared to 69% for the same period last year. 57% of the soybean crop was in good-to-excellent shape for the week ending on the 15th vs 72% a year ago. Chart 10 US WORKING NATGAS IN STORAGE GOING DOWN US WORKING NATGAS IN STORAGE GOING DOWN Chart 11 Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Footnotes 1 Please see our report of 22 July 2021, OPEC 2.0's Forward Guidance In New Baselines, which discusses the longer-term implications of this meeting and the subsequent communique containing the OPEC 2.0 core group's higher reference production levels. It is available at ces.bcareserch.com. 2 S&P Global Platts notes China's most recent mobility restrictions throughout the country will show up in oil demand figures in the near future. We expect similar reduced mobility as public health officials scramble to get more vaccines distributed. Please see Asia crude oil: Key market indicators for Aug 16-20 published 16 August 2021 by spglobal.com. Investment Views and Themes Strategic Recommendations Commodity Prices and Plays Reference Table Trades Closed In 2021 Summary of Closed Trades

Highlights Going into the new crop year, we expect the course of the broad trade-weighted USD to dictate the path taken by grain and bean prices (Chart of the Week). Higher corn stocks in the coming crop year, flat wheat stocks and lower rice stocks will leave grain markets mostly balanced vs the current crop year.  Soybean stocks and carryover estimates from the USDA and International Grains Council (IGC) are essentially unchanged year-on-year (y/y). In the IGC's estimates, changes in production, trade, and consumption for the major grains and beans largely offset each other, leaving carryovers unchanged. Supply-demand fundamentals leave our outlook for grains and beans neutral.  This does not weaken our conviction that continued global weather volatility will tip the balance of price risk in grains and beans over the coming year to the upside. Our strategically bearish USD view also tips the balance of price risk in grains – and commodities generally – to the upside. We believe positioning for higher-volatility weather events and a lower US dollar is best done with index products like the S&P GSCI and the COMT ETF, which tracks a version of the GSCI optimized for backwardation.  Feature Chart of the WeekUSD Will Drive Global Grain Markets USD Will Drive Global Grain Markets USD Will Drive Global Grain Markets Chart 2Opening, Closing Grain Stocks Will Be Largely Unchanged Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Going into the new crop year, opening and closing stocks are expected to remain flat overall vs the current crop years, with changes in production and consumption largely offsetting each other in grain and bean markets (Chart 2).1 This will leave overall prices a function of weather – which no one can predict – and the path taken by the USD over the coming year. The IGC's forecast calls for mostly unchanged production and consumption for grains and beans globally, with trade volumes mostly flat y/y. This leaves global end-of-crop-year carryover stocks essentially unchanged at 594mm tons. The USDA expects wheat ending stocks at the end of the '21/22 crop year up a slight 0.5%; rice down ~ 4.5%, and corn up ~ 4%. Below we go through each of the grain and bean fundamentals, and assess the impact of COVID-19 on global trade in these commodities. We then summarize our overall view for the grain and bean complex, and our positioning recommendations. Rice The IGC forecasts higher global rice production and consumption, and, since they expect both to change roughly by the same amount, ending stocks are projected to remain unchanged in the '21/22 crop year relative to the current year (Chart 3). The USDA, on the other hand, is expecting global production to increase by ~ 1mm MT in the new crop year, with consumption increasing by ~ 8mm MT. This leaves ending inventories for the new crop year just under 8mm MT below '20/21 ending stocks, or 4.5%. Chart 3Global Rice Balances Roughly Unchanged Global Rice Balances Roughly Unchanged Global Rice Balances Roughly Unchanged Corn The IGC forecasts global corn production will rise 6.5% to a record high in the '21/22 crop year, while global consumption is expected to increase 3.6%. Trade volumes are expected to fall ~ 4.2%, leaving global carryover stocks roughly unchanged (Chart 4). In the USDA's modelling, global production is expected to rise 6.6% in the '21/22 crop year to 1,195mm MT, while consumption is projected to rise ~ 2.4% to 1,172mm MT. The Department expects ending balances to increase ~ 11mm MT, ending next year at 291.2mm MT, or just over 4% higher. Chart 4Corn Balances Y/Y Remain Flat Corn Balances Y/Y Remain Flat Corn Balances Y/Y Remain Flat Wheat The IGC forecasts global wheat production in the current crop year will increase by ~ 16mm MT y/y, which will be a record if realized. Consumption is expected to rise 17mm MT, with trade roughly unchanged. This leaves expected carryover largely unchanged at ~ 280mm MT globally (Chart 5). The USDA's forecast largely agrees with the IGC's in its ending-stocks assessment for the new crop year. Global wheat production is expected to increase 16.6mm MT y/y in '21/22, and consumption will rise ~ 13mm MT, or 1.7% y/y. Ending stocks for the new crop year are expected to come in at just under 292mm MT, or 0.5% higher. Chart 5Ending Wheat Stocks Mostly Unchanged Ending Wheat Stocks Mostly Unchanged Ending Wheat Stocks Mostly Unchanged Soybeans Both the IGC and USDA expect increases in soybean ending stocks for the '21/22 crop year. However, the USDA’s estimates for ending stocks are nearly double the IGC projections.2 We use the IGC's estimates in Chart 6 to depicts balances. USDA - 2021/22 global soybean ending stocks are set to increase by ~3 mm MT to 94.5 mm MT, as higher stocks from Brazil and Argentina are partly offset by lower Chinese inventories. US production is expected to make up more than 30% of total production, rising 6% year-on-year. Chart 6Higher Bean Production Meets Higher Consumption Higher Bean Production Meets Higher Consumption Higher Bean Production Meets Higher Consumption Impact Of COVID-19 On Ags Trade Global agricultural trade was mostly stable throughout the COVID-19 pandemic. China was the main driver for this resilience, accounting for most of the increase in agricultural imports from 2019 to 2020. Ex-China, global agricultural trade growth was nearly zero. During this period, China was rebuilding its hog stocks after an outbreak of the African Swine Flu, which prompted the government to grant waivers on tariffs in key import sectors, which increased trade under the US-China Phase One agreement. As a result, apart from COVID-19, other factors were influencing trade. Arita et. al. (2021) attempted to isolate the impact of COVID on global agricultural trade.3 Their report found that COVID-19 – through infections and deaths – had a small impact on global agricultural trade. Government policy restrictions and reduced mobility in response to the pandemic were more detrimental to agricultural trade flows than the virus itself in terms of reducing aggregate demand. Policy restrictions and lower mobility reduced trade by ~ 10% and ~ 6% on average over the course of the year. Monthly USDA data shows that the pandemic was not as detrimental to agricultural trade as past events. Rates of decline in global merchandise trade were sharper during the Great Recession of 2007 – 2009 (Chart 7). Many agricultural commodities are necessities, which are income inelastic. Furthermore, shipping channels for these types of commodities did not require substantial human interactions, which reduced the chances of this trade being a transmission vector for the virus, when governments declared many industries using and producing agricultural commodities as necessities. This could explain why agricultural trade was spared by the pandemic. Amongst agricultural commodities, the impact of the pandemic was heterogenous. For necessities such as grains or oilseeds, there was a relatively small effect, and in few instances, trade actually grew. For example, trade in rice increased by ~4%. The value of trade in higher-end items, such as hides, Chart 7COVID-19 Spares Ag Trade Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Chart 8Grains Rallied During Pandemic Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices tobacco, wine, and beer fell during the pandemic. This was further proof of the income inelasticity of many agricultural products which kept global trade in this sector resilient. Indeed, the UNCTAD estimates global trade for agriculture foods increased 18% in 1Q21 relative to 1Q19. Over this period, Bloomberg's spot grains index was up 47.08% (Chart 8). Investment Implications We remain neutral grains and beans based on our assessment of the new crop-year fundamentals. That said, we have a strong-conviction view global weather volatility will tip the balance of price risk in grains over the coming year to the upside. Our strategically bearish USD view also tips the balance of price risk in grains – and commodities generally – to the upside. Weather-induced grain and bean prices volatility is supportive for our recommendations in the S&P GSCI and the COMT ETF, which tracks a version of the GSCI optimized for backwardation. These positions are up 5.8% and 7.9% since inception, and are strategic holdings for us.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish US natural gas prices remain well supported by increased power-generation demand due to heat waves rolling through East and West coasts, lower domestic production and rising exports. The US EIA estimates natgas demand for July rose 3.9 bcf/d vs June, taking demand for the month to 75.8 bcf/d. Exports – pipeline and LNG – rose 0.4 bcf/d to 18.2 bcf/d, while US domestic production fell to 92.7 bcf/d, down 0.2 bcf/d from June's levels. As US and European distribution companies and industrials continue to scramble for gas to fill inventories, we expect natgas to remain well bid as the storage-injection season winds down. We remain long 1Q22 call spreads, which are up ~214% since the position was recommended April 8, 2021 (Chart 9). Base Metals: Bullish Labor and management at BHP's Escondida copper mine – the largest in the world – have a tentative agreement to avoid a strike that would have crippled an already-tight market. The proposed contract likely will be voted on by workers over the next two days, according to reuters.com. Separately, the head of a trade group representing Chile's copper miners said prices likely will remain high over the next 2-3 years as demand from renewables and electric vehicles continues to grow. Diego Hernández, president of the National Society of Mining (SONAMI), urged caution against expecting a more extended period of higher prices, however, mining.com reported (Chart 10). We remain bullish base metals generally, copper in particular, which we expect to remain well-bid over the next five years. Precious Metals: Bullish US CPI for July rose 0.5% month-over-month, suggesting the inflation spike in June was transitory. While lower inflation may reduce demand for gold, it will allow the Fed to continue its expansionary monetary policy. The strong jobs report released on Friday prompted markets and some Fed officials to consider tapering asset purchases sooner than previously expected. The jobs report also boosted an increasing US dollar. A strong USD and an increase in employment were negative for gold prices on Monday. There also were media reports of a brief “flash crash” caused by an attempt to sell a large quantity of gold early in the Asian trading day, which swamped available liquidity at the time. This also was believed to trigger stops and algorithmic trading programs, which exacerbated the move. The potential economic impact of the COVID-19 Delta variant is the only unequivocally supportive development for gold prices. Not only will this increase safe-have demand for gold, but it will also prevent the Fed from being too hasty in tapering its asset purchases and subsequently raising interest rates. Chart 9 Natgas Prices Recovering Natgas Prices Recovering Chart 10 Copper Prices Going Down Copper Prices Going Down Footnotes 1     The wheat crop year in the US begins in June; the rice crop year begins this month; and the corn and bean crop years begin in September. 2     Historical data indicate this difference is persistent, suggesting different methods of calculating ending stocks.  The USDA estimates ending stocks for the '21/22 crop year will be 94.5mm tons, while the IGC is projecting a level of 53.8mm.  3    Please refer to ‘Has Global Agricultural Trade Been Resilient Under Coronavirus (COVID-19)? Findings from an Econometric Assessment. This is a working paper published by Shawn Arita, Jason Grant, Sharon Sydow, and Jayson Beckman in May 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image

Highlights The rapid spread of the COVID-19 delta variant in Asia will re-focus precious metals markets anew on the possibility of another round of lockdowns and the implications for demand, particularly in Greater China and India, which account for 33% and 12% of global physical demand for gold (Chart of the Week).1 Regulatory crackdowns across various sectors in China will continue to roil markets over coming months.  Policy uncertainty around these crackdowns is elevated in local financial markets, and could spill into global markets.  This will support the USD at the margin, which creates a headwind for gold and silver prices. Ambiguous and contradictory signaling from Fed officials following the July FOMC meeting re its $120-billion-per-month bond-buying program also adds uncertainty to precious-metals and general commodity forecasts. Despite this uncertainty, we remain bullish gold and silver.  More efficacious jabs will become available, which will support the global economic re-opening, particularly in EM economies.  In DM economies, vaccination uptake likely increases as risks become more apparent.  We continue to expect gold to trade to $2,000/oz and silver to trade to $30/oz this year. Feature Markets once again are focused on the possibility lockdowns will follow rising COVID-19 infections and deaths, as the delta variant – the most contagious variant to date – spreads through Asia and elsewhere. Chart of the WeekCOVID-19 Delta Variant Rampages Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Chart 2COVID-19 Infections, Deaths Rising Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Infection and death rates are moving higher globally (Chart 2). COVID-19 infections are still rising in 78 countries. Based on the latest 7-day-average data, the countries reporting the most new infections daily are the US, India, Indonesia, Brazil, and Iran. The countries reporting the most deaths each day are Indonesia, Brazil, Russia, India, and Mexico. Globally, more than 42% of infections were in Asia and the Middle East, where ~ 1mm new infections are reported every 4 days. We expect more efficacious jabs will become available, which will support the global economic re-opening, particularly in EM economies. In DM economies, vaccination uptake likely increases as risks become more apparent. China's Regulatory Crackdown Markets also are contending with a regulatory crackdowns across multiple sectors in China, which is part of a years-long reform process initiated by the Politburo.2 Industries ranging from internet, property, education, healthcare to capital markets will have new rules imposed on them under China's 14th Five-Year Plan as part of this process. Our colleagues in BCA's China Investment Service note the pace of regulatory tightening will not moderate in the near term, as policymakers transition from an annual planning cycle focused on setting economic growth targets to a multi-year planning horizon. "This allows policymakers to have a higher tolerance for near-term distress in exchange for long-term benefits," according to our colleagues. The overarching goal of this reform process is to introduce more social equality in the society. Of immediate import for precious metals markets is the potential for spillover effects outside China arising from the policy uncertainty that already is emanating from that market. Uncertainty boosts the USD and gold. This makes its effect uncertain. In our most recent modeling of gold prices, we have found strong two-way feedback between US and Chinese policy uncertainty.3 We also find that broad real foreign exchange rates for the USD and RMB exert a negative influence on gold prices, while higher economic uncertainty pushes gold prices higher (Chart 3). In addition, across markets – Chinese and US economic policy uncertainty – have similar effects, suggesting economic uncertainty across these markets has a similar effect as domestic uncertainty at home (Chart 4).4 Chart 3Domestic Uncertainty, Real FX Rates Strongly Affect Gold Prices... Domestic Uncertainty, Real FX Rates Strongly Affect Gold Prices... Domestic Uncertainty, Real FX Rates Strongly Affect Gold Prices... Chart 4...As Do Cross-Border Uncertainty, Real FX Rates ...As Do Cross-Border Uncertainty, Real FX Rates ...As Do Cross-Border Uncertainty, Real FX Rates This is yet another reason to pay close attention to PBOC and Fed policy innovations and surprises: they affect each other in similar ways within and across borders. Fed Officials Add Uncertainty Following the FOMC meeting at that end of last month, various Fed officials expressed their views of Chair Jerome Powell's post-meeting remarks, or again resumed their campaigns to begin tapering the US central bank's bond-buying program. Chair Powell's remarks reinforced the data-dependency of the Fed in directing its bond buying and monetary accommodation. He emphasized the need to see solid improvement in the jobs picture in the US before considering any lift-off of rates. As to the Fed's bond-buying program, this, too, will depend on progress on reducing unemployment in the US. Powell also reiterated the Fed views the current inflation in the US as transitory, a point that was emphasised by Fed Governor Lael Brainard two days after Powell's presser. Some very important Fed officials, most notably Fed Vice Chair Richard Clarida, are staking out an early position on what will get them to consider reducing the Fed's current accommodative policies, chiefly an "overshoot" of PCE inflation, the Fed's favored gauge, above 3%. Other Fed officials are urging strong action now: St. Louis Fed President James Bullard is adamant that tapering of the Fed's bond-buying program needed to begin in the Autumn and should be done early next year. Bullard is supported by Governor Christopher Waller. The Fed's bond-buying program is more than a year old. Beginning in July 2020, the Fed started buying $80 billion of Treasurys and $40 billion of mortgage-backed securities every month, or ~ $1.6 trillion so far. This lifted the Fed's balance sheet to ~ $8.3 trillion. Thinking about this as a commodity, that's a lot of asset supply removed from the Treasury and MBS market, which likely explains the high cost of the underlying debt instruments (i.e., their low interest rates). It is understandable why the gold market would get twitchy whenever Fed officials insist the winddown of this program must begin forthwith and be done in relatively short order. The loss of that steady stream of buying could send interest rates higher quickly, possibly raising nominal and real interest rates in the process, which, given the sensitivity of gold prices to US real rates would be bearish (Chart 5). While it is impossible to know when the tapering of the Fed's asset-purchase program will end, these occasional choruses of its imminent inauguration add to uncertainty in the US, which also depresses precious metals prices, as Chart 5 indicates. A larger issue attends this topic: economic policy uncertainty is not contained within national borders. Above, we noted there is a two-way feedback between US and China economic policy uncertainty. There also is a long-term relationship in levels of economic policy uncertainty re China and Europe, which makes sense given the trading relationship between these states. Changes in the two measures of economic policy uncertainty exhibit strong co-movement (Chart 6). Chart 5Taper Talk Makes Precious Metals Markets Twitchy Taper Talk Makes Precious Metals Markets Twitchy Taper Talk Makes Precious Metals Markets Twitchy Chart 6Economic Policy Uncertainty Goes Across National Borders Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Investment Implications The increase in COVID-19 infection and re-infection rates, and death rates, is forcing commodity markets to reevaluate demand projections and the likelihood of continued monetary accommodation globally. This ultimately affects the prospects for commodity prices. Conflicting interpretations of the state of local and the global economies increases uncertainty across markets, especially precious metals, which are exquisitely sensitive to even a hint of a change in policy. This uncertainty is compounded when top officials at systematically important central banks provide sometimes-contradictory interpretations of the state of their economies. Despite this uncertainty we remain bullish gold and silver, expecting efficacious vaccines to become more widely available, which will allow the global recovery to regain its footing. We are less sanguine about the prospects for the winding down of the massive monetary accommodation globally, particularly that of the US, where data-dependent policymakers still feel compelled to provide almost-certain policy prescriptions in an increasingly uncertain world.This is a fundamental factor driving global uncertainty. We remain long gold expecting it to trade to $2,000/oz this year, and long silver, expecting it to hit $30/oz.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish While US crude oil inventories rose 3.6mm barrels in the week ended 30 July 2021 gasoline stocks fell 5.3mm barrels, contributing to an overall decline in crude and product inventories in the US of 1.2mm barrels, according to the US EIA's latest tally (Chart 7). US crude and product stocks have been falling throughout the COVID-19 pandemic, and now stand ~ 13% below year earlier levels at 1.7 billion barrels. Crude oil stocks, at 439mm barrels, are just over 15% below year-ago levels. This reflects the decline in US domestic production, which is down 7.1% y/y and now stands at 11.2mm b/d. US refined-product demand, however, is up close to 9% over the January-July period y/y, and stands at 21.2mm b/d. Base Metals: Bullish Workers at the world's largest copper mine, Escondida in Chile, are in government-mediated talks with management that end on Saturday to see if they can avert a strike. There is a chance talks could be extended five days beyond that date, under Chilean law. The mine is majority owned by BHP. Workers at a Codelco-owned mine also voted to strike and will enter government-mediated talks as well. These potential strikes most likely explain why copper prices have been holding relatively steady as other commodities have come under pressure, as markets reassess the odds of a demand slowdown brought about by surging COVID-19 infections, which are hitting Asian markets particularly hard (Chart 8). Chart 7 Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Chart 8 Copper Prices Recovering Copper Prices Recovering   Footnotes 1     We flagged this risk in our July 8, 2021 report entitled Assessing Risks To Our Commodity Views, which is available at ces.bcaresearch.com. 2     Please see Pricing A Tighter Regulatory Grip published on August 4, 2021 by our China Investment Strategy.  It is available at cis.bcaresearch.com. 3    We measure this using Granger-Causality tests. 4    These broad real FX rates are handy explanatory variables, in that they combine two very important factors affecting gold prices – inflation and broad FX trade-weighted indexes.  Additional modelling also suggests these broad real FX rates for the USD and RMB coupled with US real 2- and 5-year rates also provide good explanatory models for gold prices. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image

Highlights Advances in tennis, swimming and the high jump came from challenging the ‘best practices’, and finding better ways of doing these things. The pandemic has challenged the best practices on how we should work, do business, and shop, catalysing better ways of doing these things. The productivity boom could be a super-boom because the current disruption is not in just one sector but across the entire economy. A productivity super-boom means that the economy will take longer to reabsorb the unemployed, and that structural inflation will stay depressed. This means that interest rate hikes will be much later and much shallower than the market is pricing. For equity investors, a productivity super-boom plus the market’s overestimation of Fed rate hikes structurally favours growth sectors versus value sectors. Thereby, it also structurally favours the S&P500 versus the Eurostoxx50. Fractal analysis: stocks versus bonds remains fragile, and the rally in tin is very fragile. Feature Chart of the WeekThe Pandemic Has Catalysed A Productivity Boom The Pandemic Has Catalysed A Productivity Boom The Pandemic Has Catalysed A Productivity Boom “I believe that the (Fosbury) flop was a natural style and I was just the first to find it” – Dick Fosbury, on how he revolutionised the high jump Watching the Tokyo Olympics, the flurry of new world records reassures us that human athletic productivity continues to advance. It does so in three ways: better biology, better technology, and better ways of doing the same thing. Better biology comes from advances in nutrition and healthcare – at least, for those that embrace the advances. Better technology means better equipment. For example, more ergonomic bikes, sharkskin-like swimwear that minimises water resistance, and running shoes that re-channel energy back into the legs. Albeit this raises the contentious issue that technological advances are giving some athletes an unfair and unnatural advantage. Case in point, World Athletics (and the Tokyo Olympics) have banned prototype versions of Nike’s Vaporfly running shoe that was used by Eliud Kipchoge to run the first sub-two hour marathon. The banned prototype shoe, containing triple carbon plates inside thick ultra-compressed foam, is claimed to improve running economy by up to four percent. But if technological advances are giving some athletes an advantage, it follows that they must also be giving some firms and economies an advantage. While this is unfair in sporting competition, it is fair in economic competition. An important implication is that firms and economies that embrace disruptive technologies and innovations – such as working from home – are likely to generate superior long-term productivity growth than firms and economies that do not. Productivity Growth Comes From Finding Better Ways Of Doing The Same Thing Yet, looking at the longer-term ‘productivity growth’ in sport, many of the greatest advances have come not from better biology or better technology, but just from finding better ways of doing the same thing. Tennis, swimming, and athletics provide three excellent examples of such innovation. A tennis ball weighs just 50 grams, so anybody can hit a tennis ball hard. The difficult part is hitting the ball hard and landing it within the 78 foot court. In the 1970s, Bjorn Borg revolutionised tennis by hitting with aggressive topspin on both the forehand and backhand as well as the serve. Meaning that rather than having to approach the net as was the ‘best practice’, Borg could win matches from the baseline. All it required was a different way of holding the racket and using his arms (Figure I-1). Figure I-1Challenging The Best Practice In Tennis Boosted Its Productivity What The Olympics Teaches Us About Productivity Growth What The Olympics Teaches Us About Productivity Growth Borg’s revolution has a fascinating backstory. Borg’s father, a table tennis champion, won a tennis racket in a table tennis tournament and gave it to the 9-year old Bjorn. Familiar with table tennis and now armed with a tennis racket, the young Borg’s revolution was to play tennis as if it were table tennis – with its trademark topspin on both wings as well as the serve – albeit on a much bigger ‘table.’ And with a racket that was far too heavy for him that he held with both hands. (He eventually switched to a one-handed forehand but kept his two-handed backhand.) Go back a hundred years, and swimming experienced a similar revolution. Until the 1870s, the best practice for European swimmers was the highly inefficient breaststroke. But in 1873, John Arthur Trudgen emulated the technique used by Native Americans whereby the arms moved in a crawl. Later, the Australian Fred Cavill also emulated the Natives’ flutter kick, and thus made mainstream the front crawl, which has significantly increased swimming speed, or swimming ‘productivity.’ All it required was a different way of moving our arms and legs.     But probably the greatest example of athletic innovation came in the 1968 Mexico Olympics, when Dick Fosbury turned the standard high jumping technique on its head – or, more precisely, on its back – to win the gold medal and smash the world record.   Prior to the 1968 Games, the best practice high jump technique had been the ‘straddle’ which involved jumping forward, twisting the body to navigate the bar, and then landing on your feet. Fosbury changed all that forever. He jumped backwards off the wrong foot, arched his back over the bar, and landed on his back (Figure I-2). Figure I-2Challenging The Best Practice In The High Jump Boosted Its Productivity What The Olympics Teaches Us About Productivity Growth What The Olympics Teaches Us About Productivity Growth Just like the tennis topspin and swimming’s front crawl, high jump’s ‘Fosbury flop’ has become the mainstream technique in the sport, taking performance and ‘productivity’ literally to new highs. And just like the tennis topspin and swimming’s front crawl, all it required was a different way of using our existing resources – in this case, jumping backwards rather than forwards. Yet in the case of the innovative Fosbury flop, something else also played an important role – a new environment. Until the 1960s, high jumpers cleared the bar and landed on sawdust, sand, or thin mats. Hence, any innovation in high jump techniques was constrained by having to land on your feet. This changed when Fosbury’s high school became one of the first to install deep foam matting for high jump landing. The Fosbury flop could not have been innovated before the introduction of deep foam matting, because jumping backwards and landing on your back depended on the existence of a soft foam mat for a safe landing. The crucial lesson is that a new environment gives us a chance to challenge beliefs on ‘how things should be done’, a chance to discover new ways of doing the same thing differently, and better. To challenge beliefs on how things should be done, what bigger change in the environment can there be than a global pandemic? The Pandemic Has Catalysed Better Ways Of Doing The Same Thing Just like athletic productivity growth, economic productivity growth comes from better biology (which improves both our physical and intellectual capacity), better technology, and finding better ways of doing the same thing. Of these three drivers, the first two are continuous processes but the third, finding better ways of doing the same thing, gets a massive boost from disruptive changes in the environment such as recessions (Chart of the Week and Chart I-2).   Chart I-2Productivity Surges After Recessions Productivity Surges After Recessions Productivity Surges After Recessions In this regard, any technology that is required already generally exists, but the recession is the necessary catalyst for its wholesale adoption. For example, the mass manufacturing of autos already existed well before the Great Depression, but the Depression was the catalyst for its wholesale adoption. Likewise, word processors existed well before the dot com bust, but the 2000 recession was what finally killed the office typing pool. In the same way, the technology for online shopping and remote meetings has been around for years, but it is the pandemic that has catalysed its wholesale adoption (Chart I-3). Chart I-3The Pandemic Has Accelerated The Shift To Online What The Olympics Teaches Us About Productivity Growth What The Olympics Teaches Us About Productivity Growth As Fosbury said, he was just the first to find a more natural style of high jumping, yet it required a change of environment to challenge the best practice. Similarly, it has taken a global pandemic for us to challenge the best practice on how we should work, do business, shop, and interact (Chart I-4). Chart I-4The Pandemic Has Accelerated The Shift To Online What The Olympics Teaches Us About Productivity Growth What The Olympics Teaches Us About Productivity Growth It is sub-optimal to work in the office or to shop in-person all the time. It is also sub-optimal to do these things remotely all the time. The optimal way is some hybrid of in-person and remote interactions, which will clearly differ for each person. But the pandemic has given us the opportunity to find this more natural and better way, and thereby to give our productivity a massive boost (Chart I-5). Chart I-5The Pandemic Has Challenged The Best Practice On How To Work What The Olympics Teaches Us About Productivity Growth What The Olympics Teaches Us About Productivity Growth The productivity boom could be a super-boom because the current disruption has forced us all to find better ways of doing things. This differentiates the current episode from previous post-recession periods where transformations were focussed in one sector. For example, the 80s recession reshaped manufacturing, the dot com bust changed the technology sector, and the 2008 recession transformed the financial sector. By comparison, the current transformation is penetrating the entire economy. The Investment Conclusion A productivity super-boom carries two important implications for policymakers. It will take longer for the economy to reabsorb the unemployed, and it will keep structural inflation depressed. This means that interest rate hikes will be much later and much shallower than the market is pricing (Chart I-6 and Chart I-7). Chart I-6Rate Hikes Will Be Later Than The Market Is Pricing Rate Hikes Will Be Later Than The Market Is Pricing Rate Hikes Will Be Later Than The Market Is Pricing Chart I-7Rate Hikes Will Be Shallower Than The Market Is Pricing Rate Hikes Will Be Shallower Than The Market Is Pricing Rate Hikes Will Be Shallower Than The Market Is Pricing The investment conclusion is to buy any of the US interest rate futures that expire from December 2022 out to June 2024. The earlier contracts have the higher probabilities of expiring in profit while the later contracts have the greater potential upside. An alternative expression is to buy the 30-year T-bond, or to go long the 30-year T-bond versus the 30-year German bund. For equity investors, a productivity super-boom plus the market’s overestimation of Fed rate hikes structurally favours growth sectors versus value sectors. Thereby, it also structurally favours the S&P500 versus the Eurostoxx50. Fractal Analysis Update Global stocks versus bonds (MSCI All Country World versus 30-year T-bond) continue to exhibit the fragility on the 260-day fractal structure that started in mid-March. Since then, and consistent with this fragility, global stocks have underperformed bonds by 6 percent (Chart I-8). Chart I-8Stocks Versus Bonds Remains Fractally Fragile Stocks Versus Bonds Remains Fractally Fragile Stocks Versus Bonds Remains Fractally Fragile But fragility on a 260-day fractal structure implies elevated risk of a reversal through at least the following six months. On this basis, our recommendation is to remain, at most, neutral to global stocks versus bonds through the summer. Among recent trades, short corn versus wheat, and short marine transportation versus market achieved their profit targets of 12 percent and 16.5 percent respectively, but short Austria versus Chile, and short lead versus platinum hit their stop-losses of 7 percent and 6.4 percent respectively. The 6-month win ratio stands at a very pleasing 71 percent. This week’s recommended trade is to reinitiate the stopped-out metals pair-trade in a modified expression – short tin versus platinum – given the very fragile 130-day and 260-day fractal structure (Chart I-9). Set the profit target and symmetrical stop-loss at 16.5 percent. Chart I-9Tin Is Fractally Fragile Tin Is Fractally Fragile Tin Is Fractally Fragile   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Closed Trades Asset Performance Equity Market Performance   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Dear Client, We will be presenting our quarterly webcast next week, and, as a result, will not be publishing on 29 July 2021.  We will cover our major calls for the quarter and provide a look-ahead.  I look forward to the Q+A, and am hopeful you will tune in. Bob Ryan Chief Commodity & Energy Strategist   Highlights Chart Of The WeekOPEC 2.0's Hand Strengthened By Production Agreement OPEC 2.0s Hand Strengthened By Production Agreement OPEC 2.0s Hand Strengthened By Production Agreement The deal crafted by OPEC 2.0 over the weekend to add 400k b/d of oil every month from August preserves the coalition, and sends a credible signal of its ability to raise output after its 5.8mm b/d of spare capacity is returned to market next year.1 KSA and Russia will remain primi inter pares, but the position of OPEC 2.0's core producers – not just the UAE, which negotiated an immediate baseline increase – was enhanced for future negotiations. This deal explicitly recognizes they are the only ones capable of increasing output over an extended period. We assume the revised production baselines for core OPEC 2.0 effective May 2022 reflect the coalition's demand expectations from 2H22 onward. Our modeling indicates core OPEC 2.0's output will almost converge on the revised baseline production of 34.3mm b/d by 2H23, when we expect these producers to be at ~ 33.4mm b/d. Holding our demand estimates constant from last week, our revised supply expectations prompt us to move our forecast closer to our June forecast. We expect Brent to average $70/bbl in 2H21, with 2022 and 2023 averaging $74 and $80/bbl (Chart of the Week). Feature The deal concluded by OPEC 2.0 over the weekend will do more than add 400k b/d of spare capacity to the market every month beginning next month. It also does more than preserve the producer coalition's successful production-management strategy.  The big take-away from the deal is the clear message being sent by the coalition's core members – KSA, Russia, Iraq, UAE and Kuwait – that they are able to significantly increase output after their 5.8mm b/d of spare capacity has been returned to the market over the next year or so. It does so by raising the baselines of the core producers starting in May 2022, clearly indicating the capacity and willingness to raise output and keep it there (Table 1). Table 1Baseline Increases For Core OPEC 2.0 OPEC 2.0's Forward Guidance In New Baselines OPEC 2.0's Forward Guidance In New Baselines What OPEC 2.0's Deal Signals Internally, the deal is meant to recognize the investment made by the UAE in particular, which was not being accounted for in its current baseline. Externally – i.e., to competitors outside the coalition – the deal signals OPEC 2.0's successful production management strategy will continue, by raising the likelihood the coalition will remain intact. This has kept the level of supply below demand over the course of the COVID-19 pandemic (Chart 2), and is responsible for the global decline in inventories (Chart 3). Chart 2OPEC 2.0 Durability Increases OPEC 2.0 Durability Increases OPEC 2.0 Durability Increases Chart 3Inventories Will Remain Under Control Inventories Will Remain Under Control Inventories Will Remain Under Control Specifically, the massive spare capacity still to be returned to the market between now and 2H22 can be accomplished with minimal risk of a market-share war breaking out among the core OPEC 2.0 members seeking to monetize their off-the-market production before the other members of the coalition. Most importantly, the revised benchmark production levels that becomes effective May 2022 signal the coalition members with the capacity to increase production can do so. Longer-Term Forward Guidance We assume the revised production baselines for core OPEC 2.0 effective May 2022 reflect the coalition's demand expectations from 2H22 onward. Our modeling indicates core OPEC 2.0's output will approach the revised baseline reference levels of 34.3mm b/d, hitting 33.4mm b/d for crude and liquids output by 2H23 (Table 2).  Table 2BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 OPEC 2.0's Forward Guidance In New Baselines OPEC 2.0's Forward Guidance In New Baselines This implies the core group expects to be able to cover production declines within the coalition and to meet demand increases going forward. The estimates are far enough into the future to prepare ahead of time to increase production. Our estimates for core OPEC 2.0 production reflects our assumption the revised baseline levels do reflect demand expectations of the coalition. In estimating the coalition's production, we rely on historical data from the US EIA, which allows us to estimate future production using regressors we consider reliable (e.g., GDP estimates from the IMF and World Bank).  Non-OPEC 2.0 Production We use EIA historical data for non-OPEC 2.0 production as well. In last week’s balances, we substituted the EIA's estimates for non-OPEC 2.0 producers ex-US for our estimates, which resulted in lower supply numbers throughout our forecast sample.  This threw off our balances estimates in particular, as we did not balance the decrease in supply from this group using the new data set with an increase from another group. We corrected this oversight this week: We will continue to use EIA estimates for non-OPEC 2.0 ex-US countries, but will balance the decrease in oil production from this cohort with increased supply from other countries. Chart 4US Shales Are The Marginal Barrel US Shales Are The Marginal Barrel US Shales Are The Marginal Barrel For US oil production, we will continue to estimate it as a function of WTI price levels, the forward curve and financial variables – chiefly high-yield rates, which serve as a good proxy for borrowing costs for the marginal US shale producer, which we view as the quintessential marginal producer in the global price-taking cohort (Chart 4). Our research indicates US shale producers – like all producers, for that matter – are prioritizing shareholder interests first and foremost. This means they will focus on profitability and margins. While we have observed this tendency for some time, it appears it is gaining speed, as oil and gas producers are now considering whether they want to retain their existing exposure to their hydrocarbon assets.2   There appears to be a reluctance among resource producers generally – this is true in copper, as we have noted – to substantially increase capex. This could be the result of covid uncertainty, demand uncertainty, monetary-policy uncertainty or a real attempt to provide competitive returns. We think it is a combination of all of these, but the picture is clouded by the difficulty in separating all of these uncertainties. Income Drives Oil Demand Chart 5Income Drives Oil Demand Income Drives Oil Demand Income Drives Oil Demand Our demand estimates will continue to be driven by estimates of GDP from the IMF and the World Bank. We have found the level of oil consumption is highly correlated with GDP, particularly for EM states (Chart 5). Holding our demand estimates constant from last week, our revised supply expectations prompt us to move our forecast closer to our June forecast.  This week, we also will adjust our inventory calculations, which will rely less on EIA estimates of OECD stocks. In the recent past, these estimates played a sizeable role in our forecasts. From this month on, they will play a smaller part. This is why, even though our supply estimates have risen from last week, there is not a significant change to our inventory levels. Investment Implications Holding our demand estimates constant from last week, our revised supply expectations prompt us to move our forecast closer to our June forecast. We expect Brent to average $70/bbl in 2H21, with 2022 and 2023 averaging $74 and $80/bbl. We remain bullish commodities in general, given the continued tightness in these markets. We expect this to persist, as capex remains elusive in oil, gas and metals markets. This underpins our long S&P GSCI and COMT ETF commodity recommendations, and our long MSCI Global Metals & Mining Producers ETF (PICK) recommendation.   Robert P. Ryan  Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish US natural gas exports via pipeline to Mexico averaged just under 7 bcf/d in June, according to the EIA. Exports hit a record high of 7.4 bcf/d on 24 June 2021. The record high for the month was 7.4 Bcf/d on June 24. The EIA attributes the higher exports to increases in industrial and power demand, and high temperatures, which are driving air-conditioning demand south of the US border. Close to 5 bcf/d of the imported gas is used to generate power, according to the EIA. This was up close to 20% y/y. Increases in gas-pipeline infrastructure are allowing more gas to flow to Mexico from the US. Base Metals: Bullish China reportedly will be selling additional copper from its strategic stockpiles later this month, in an effort to cool the market. According to reuters.com, market participants expect China to auction 20k MT of Copper on 29 July 2021. This will bring total sales via auction to 50k MT, as the government earlier this month sold 30k MT at $10,500/MT (~ $4.76/lb). Prior to and since that first auction, copper has been trading on either side of $4.30/lb (Chart 6). Market participants expected a higher volume than the numbers being discussed as we went to press. In addition to auctioning copper, the government reportedly will auction other base metals. Precious Metals: Bullish Interest rates on 10-year inflation-linked bonds remain below -1%, as U.S. CPI inflation rises. US 10-year treasury yields have rebounded since sinking to a five-month low at the beginning of this week. The positive effect of negative real interest rates on gold is being balanced by a rising USD (Chart 7). Safe-haven demand for the greenback is being supported by uncertainty caused by COVID-19’s Delta variant. Gold prices are still volatile after the Fed’s ‘dot shock’ in mid-June.3 This volatility is reducing safe-haven demand for the yellow metal despite rising economic and policy uncertainty. Ags/Softs: Neutral Hot, dry weather is expected over most of the grain-growing regions of the US for the balance of July, which will continue to support prices, according to Farm Futures. Chart 6Copper Prices Going Down Copper Prices Going Down Copper Prices Going Down Chart 7Weaker USD Supports Gold Weaker USD Supports Gold Weaker USD Supports Gold   Footnotes 1Please see 19th "OPEC and non-OPEC Ministerial Meeting concludes" published by OPEC 18 July 2021. 2Please see "BHP said to seek an exit from its petroleum business" published by worldoil.com July 20, 2021.  3Please refer to ‘“Dot Shock” Continues To Roil Gold; Oil…Not So Much’, which we published on  July 1, 2021 for additional discussion. It is available at ces.bcaresearch.com. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed In 2021 Summary of Trades Closed OPEC 2.0's Forward Guidance In New Baselines OPEC 2.0's Forward Guidance In New Baselines